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@article{DBLP:journals/natmi/AbidFZ21,
  author    = {Abubakar Abid and
               Maheen Farooqi and
               James Zou},
  title     = {Large language models associate Muslims with violence},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {6},
  pages     = {461--463},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00359-2},
  doi       = {10.1038/s42256-021-00359-2},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/AbidFZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AhmedSHRMHN21,
  author    = {Daniel Ahmed and
               Alexander Sukhov and
               David Hauri and
               Dubon Rodrigue and
               Gian Maranta and
               Jens Harting and
               Bradley J. Nelson},
  title     = {Bioinspired acousto-magnetic microswarm robots with upstream motility},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {2},
  pages     = {116--124},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00275-x},
  doi       = {10.1038/s42256-020-00275-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/AhmedSHRMHN21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AlaaGHRS21,
  author    = {Ahmed M. Alaa and
               Deepti Gurdasani and
               Adrian L. Harris and
               Jem Rashbass and
               Mihaela van der Schaar},
  title     = {Machine learning to guide the use of adjuvant therapies for breast
               cancer},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {8},
  pages     = {716--726},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00353-8},
  doi       = {10.1038/s42256-021-00353-8},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/AlaaGHRS21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AminMC21,
  author    = {Noorul Amin and
               Annette McGrath and
               Yi{-}Ping Phoebe Chen},
  title     = {Reply to: LncADeep performance on full-length transcripts},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {3},
  pages     = {196},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-019-0107-3},
  doi       = {10.1038/s42256-019-0107-3},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/AminMC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BabicGEC21,
  author    = {Boris Babic and
               Sara Gerke and
               Theodoros Evgeniou and
               I. Glenn Cohen},
  title     = {Direct-to-consumer medical machine learning and artificial intelligence
               applications},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {4},
  pages     = {283--287},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00331-0},
  doi       = {10.1038/s42256-021-00331-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BabicGEC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BabyBV21,
  author    = {Deepak Baby and
               Arthur Van Den Broucke and
               Sarah Verhulst},
  title     = {A convolutional neural-network model of human cochlear mechanics and
               filter tuning for real-time applications},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {2},
  pages     = {134--143},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00286-8},
  doi       = {10.1038/s42256-020-00286-8},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BabyBV21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BallardBMO21,
  author    = {Zachary S. Ballard and
               Calvin Brown and
               Asad M. Madni and
               Aydogan Ozcan},
  title     = {Machine learning and computation-enabled intelligent sensor design},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {7},
  pages     = {556--565},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00360-9},
  doi       = {10.1038/s42256-021-00360-9},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BallardBMO21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BaoSFG21,
  author    = {Yijun Bao and
               Somayyeh Soltanian{-}Zadeh and
               Sina Farsiu and
               Yiyang Gong},
  title     = {Segmentation of neurons from fluorescence calcium recordings beyond
               real time},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {7},
  pages     = {590--600},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00342-x},
  doi       = {10.1038/s42256-021-00342-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BaoSFG21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BarishBLSZ21,
  author    = {Matthew A. Barish and
               Siavash Bolourani and
               Lawrence F. Lau and
               Sareen Shah and
               Theodoros P. Zanos},
  title     = {External validation demonstrates limited clinical utility of the interpretable
               mortality prediction model for patients with {COVID-19}},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {25--27},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00254-2},
  doi       = {10.1038/s42256-020-00254-2},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BarishBLSZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BhargavaF21,
  author    = {Rohit Bhargava and
               Kianoush Falahkheirkhah},
  title     = {Enhancing hyperspectral imaging},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {4},
  pages     = {279--280},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00336-9},
  doi       = {10.1038/s42256-021-00336-9},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BhargavaF21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BhatiaCIDKLONLE21,
  author    = {Harsh Bhatia and
               Timothy S. Carpenter and
               Helgi I. Ing{\'{o}}lfsson and
               Gautham Dharuman and
               Piyush Karande and
               Shusen Liu and
               Tomas Oppelstrup and
               Chris Neale and
               Felice C. Lightstone and
               Brian Van Essen and
               James N. Glosli and
               Peer{-}Timo Bremer},
  title     = {Machine-learning-based dynamic-importance sampling for adaptive multiscale
               simulations},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {5},
  pages     = {401--409},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00327-w},
  doi       = {10.1038/s42256-021-00327-w},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BhatiaCIDKLONLE21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BichlerFHKS21,
  author    = {Martin Bichler and
               Maximilian Fichtl and
               Stefan Heidekr{\"{u}}ger and
               Nils Kohring and
               Paul Sutterer},
  title     = {Learning equilibria in symmetric auction games using artificial neural
               networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {8},
  pages     = {687--695},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00365-4},
  doi       = {10.1038/s42256-021-00365-4},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BichlerFHKS21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BinderBHWHHISHD21,
  author    = {Alexander Binder and
               Michael Bockmayr and
               Miriam H{\"{a}}gele and
               Stephan Wienert and
               Daniel Heim and
               Katharina Hellweg and
               Masaru Ishii and
               Albrecht Stenzinger and
               Andreas Hocke and
               Carsten Denkert and
               Klaus{-}Robert M{\"{u}}ller and
               Frederick Klauschen},
  title     = {Morphological and molecular breast cancer profiling through explainable
               machine learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {4},
  pages     = {355--366},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00303-4},
  doi       = {10.1038/s42256-021-00303-4},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BinderBHWHHISHD21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Bostrom21,
  author    = {Jonas Bostr{\"{o}}m},
  title     = {Transformers for future medicinal chemists},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {2},
  pages     = {102--103},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00299-x},
  doi       = {10.1038/s42256-021-00299-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Bostrom21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BrattoliBDRFHWO21,
  author    = {Biagio Brattoli and
               Uta B{\"{u}}chler and
               Michael Dorkenwald and
               Philipp Reiser and
               Linard Filli and
               Fritjof Helmchen and
               Anna{-}Sophia Wahl and
               Bj{\"{o}}rn Ommer},
  title     = {Unsupervised behaviour analysis and magnification (uBAM) using deep
               learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {6},
  pages     = {495--506},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00326-x},
  doi       = {10.1038/s42256-021-00326-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BrattoliBDRFHWO21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Carney21,
  author    = {Laurel H. Carney},
  title     = {Speeding up machine hearing},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {3},
  pages     = {190--191},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00317-y},
  doi       = {10.1038/s42256-021-00317-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Carney21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChenBAZGZSDGG21,
  author    = {Di Chen and
               Yiwei Bai and
               Sebastian Ament and
               Wenting Zhao and
               Dan Guevarra and
               Lan Zhou and
               Bart Selman and
               R. Bruce van Dover and
               John M. Gregoire and
               Carla P. Gomes},
  title     = {Automating crystal-structure phase mapping by combining deep learning
               with constraint reasoning},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {9},
  pages     = {812--822},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00384-1},
  doi       = {10.1038/s42256-021-00384-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ChenBAZGZSDGG21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChungY21,
  author    = {Hyungjin Chung and
               Jong Chul Ye},
  title     = {Reusability report: Feature disentanglement in generating a three-dimensional
               structure from a two-dimensional slice with sliceGAN},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {10},
  pages     = {861--863},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00400-4},
  doi       = {10.1038/s42256-021-00400-4},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ChungY21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CoelhoKLZNALPPS21,
  author    = {Claudionor Jos{\'{e}} Nunes Coelho Jr. and
               Aki Kuusela and
               Shan Li and
               Hao Zhuang and
               Jennifer Ngadiuba and
               Thea Klaeboe Aarrestad and
               Vladimir Loncar and
               Maurizio Pierini and
               Adrian Alan Pol and
               Sioni Summers},
  title     = {Automatic heterogeneous quantization of deep neural networks for low-latency
               inference on the edge for particle detectors},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {8},
  pages     = {675--686},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00356-5},
  doi       = {10.1038/s42256-021-00356-5},
  timestamp = {Thu, 11 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/CoelhoKLZNALPPS21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Colledanchise21,
  author    = {Michele Colledanchise},
  title     = {Address behaviour vulnerabilities in the next generation of autonomous
               robots},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {11},
  pages     = {927--928},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00415-x},
  doi       = {10.1038/s42256-021-00415-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Colledanchise21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Costa-jussa21,
  author    = {Marta R. Costa{-}juss{\`{a}}},
  title     = {Towards universal translation},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {5},
  pages     = {376--377},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00346-7},
  doi       = {10.1038/s42256-021-00346-7},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Costa-jussa21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CowlsTTF21,
  author    = {Josh Cowls and
               Andreas Tsamados and
               Mariarosaria Taddeo and
               Luciano Floridi},
  title     = {A definition, benchmark and database of {AI} for social good initiatives},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {2},
  pages     = {111--115},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00296-0},
  doi       = {10.1038/s42256-021-00296-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/CowlsTTF21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CroonWS21,
  author    = {Guido C. H. E. de Croon and
               Christophe De Wagter and
               Tobias Seidl},
  title     = {Enhancing optical-flow-based control by learning visual appearance
               cues for flying robots},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {33--41},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00279-7},
  doi       = {10.1038/s42256-020-00279-7},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/CroonWS21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/DegraveJL21,
  author    = {Alex J. DeGrave and
               Joseph D. Janizek and
               Su{-}In Lee},
  title     = {{AI} for radiographic {COVID-19} detection selects shortcuts over
               signal},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {7},
  pages     = {610--619},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00338-7},
  doi       = {10.1038/s42256-021-00338-7},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/DegraveJL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/DominijanniSSBP21,
  author    = {Giulia Dominijanni and
               Solaiman Shokur and
               Gionata Salvietti and
               Sarah Buehler and
               Erica Palmerini and
               Simone Rossi and
               Fr{\'{e}}d{\'{e}}rique de Vignemont and
               Andrea d'Avella and
               Tamar R. Makin and
               Domenico Prattichizzo and
               Silvestro Micera},
  title     = {The neural resource allocation problem when enhancing human bodies
               with extra robotic limbs},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {10},
  pages     = {850--860},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00398-9},
  doi       = {10.1038/s42256-021-00398-9},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/DominijanniSSBP21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/DupuisMNMRT21,
  author    = {Claire Dupuis and
               E. De Montmollin and
               Mathilde Neuville and
               B. Mourvillier and
               S. Ruckly and
               Jean{-}Fran{\c{c}}ois Timsit},
  title     = {Limited applicability of a {COVID-19} specific mortality prediction
               rule to the intensive care setting},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {20--22},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00252-4},
  doi       = {10.1038/s42256-020-00252-4},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/DupuisMNMRT21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ErionJSLL21,
  author    = {Gabriel G. Erion and
               Joseph D. Janizek and
               Pascal Sturmfels and
               Scott M. Lundberg and
               Su{-}In Lee},
  title     = {Improving performance of deep learning models with axiomatic attribution
               priors and expected gradients},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {7},
  pages     = {620--631},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00343-w},
  doi       = {10.1038/s42256-021-00343-w},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ErionJSLL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FalcoSBCDDEGGHJ21,
  author    = {Gregory Falco and
               Ben Shneiderman and
               Julia Badger and
               Ryan Carrier and
               Anton Dahbura and
               David Danks and
               Martin Eling and
               Alwyn Goodloe and
               Jerry Gupta and
               Christopher Hart and
               Marina Jirotka and
               Henric Johnson and
               Cara Lapointe and
               Ashley J. Llorens and
               Alan K. Mackworth and
               Carsten Maple and
               Sigur{\dh}ur Emil P{\'{a}}lsson and
               Frank Pasquale and
               Alan F. T. Winfield and
               Zee Kin Yeong},
  title     = {Governing {AI} safety through independent audits},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {7},
  pages     = {566--571},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00370-7},
  doi       = {10.1038/s42256-021-00370-7},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/FalcoSBCDDEGGHJ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FischbacherHHWL21,
  author    = {Brodie Fischbacher and
               Sarita Hedaya and
               Brigham J. Hartley and
               Zhongwei Wang and
               Gregory Lallos and
               Dillion Hutson and
               Matthew Zimmer and
               Jacob Brammer and
               Daniel Paull},
  title     = {Modular deep learning enables automated identification of monoclonal
               cell lines},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {7},
  pages     = {632--640},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00354-7},
  doi       = {10.1038/s42256-021-00354-7},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/FischbacherHHWL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Fosch-Villaronga21,
  author    = {Eduard Fosch{-}Villaronga and
               Pranav Khanna and
               Hadassah Drukarch and
               Bart H. M. Custers},
  title     = {A human in the loop in surgery automation},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {5},
  pages     = {368--369},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00349-4},
  doi       = {10.1038/s42256-021-00349-4},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Fosch-Villaronga21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Franco21,
  author    = {Alejandro A. Franco},
  title     = {Escape from flatland},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {4},
  pages     = {277--278},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00334-x},
  doi       = {10.1038/s42256-021-00334-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Franco21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Frenkel21,
  author    = {Charlotte Frenkel},
  title     = {Sparsity provides a competitive advantage},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {9},
  pages     = {742--743},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00387-y},
  doi       = {10.1038/s42256-021-00387-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Frenkel21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FukamiMRFT21,
  author    = {Kai Fukami and
               Romit Maulik and
               Nesar Ramachandra and
               Koji Fukagata and
               Kunihiko Taira},
  title     = {Global field reconstruction from sparse sensors with Voronoi tessellation-assisted
               deep learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {11},
  pages     = {945--951},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00402-2},
  doi       = {10.1038/s42256-021-00402-2},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/FukamiMRFT21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GauthierF21,
  author    = {Daniel J. Gauthier and
               Ingo Fischer},
  title     = {Predicting hidden structure in dynamical systems},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {4},
  pages     = {281--282},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00329-8},
  doi       = {10.1038/s42256-021-00329-8},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/GauthierF21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Giacobbe21,
  author    = {Daniele Roberto Giacobbe},
  title     = {Clinical interpretation of an interpretable prognostic model for patients
               with {COVID-19}},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {16},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-0207-0},
  doi       = {10.1038/s42256-020-0207-0},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Giacobbe21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GoltzKBBBCDKSSM21,
  author    = {Julian G{\"{o}}ltz and
               Laura Kriener and
               Andreas Baumbach and
               Sebastian Billaudelle and
               Oliver Breitwieser and
               Benjamin Cramer and
               Dominik Dold and
               {\'{A}}kos F. Kungl and
               Walter Senn and
               Johannes Schemmel and
               Karlheinz Meier and
               Mihai A. Petrovici},
  title     = {Fast and energy-efficient neuromorphic deep learning with first-spike
               times},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {9},
  pages     = {823--835},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00388-x},
  doi       = {10.1038/s42256-021-00388-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/GoltzKBBBCDKSSM21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GomarizPHISNG21,
  author    = {Alvaro Gomariz and
               Tiziano Portenier and
               Patrick M. Helbling and
               Stephan Isringhausen and
               Ute Suessbier and
               C{\'{e}}sar Nombela{-}Arrieta and
               Orcun Goksel},
  title     = {Modality attention and sampling enables deep learning with heterogeneous
               marker combinations in fluorescence microscopy},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {9},
  pages     = {799--811},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00379-y},
  doi       = {10.1038/s42256-021-00379-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/GomarizPHISNG21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GoncalvesYZXWGS21,
  author    = {Jorge M. Gon{\c{c}}alves and
               Li Yan and
               Hai{-}Tao Zhang and
               Yang Xiao and
               Maolin Wang and
               Yuqi Guo and
               Chuan Sun and
               Xiuchuan Tang and
               Zhiguo Cao and
               Shusheng Li and
               Hui Xu and
               Cheng Cheng and
               Junyang Jin and
               Ye Yuan},
  title     = {Li Yan et al. reply},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {28--32},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00251-5},
  doi       = {10.1038/s42256-020-00251-5},
  timestamp = {Wed, 23 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/GoncalvesYZXWGS21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GongXMLZ21,
  author    = {Jing Gong and
               Kui Xu and
               Ziyuan Ma and
               Zhi John Lu and
               Qiangfeng Cliff Zhang},
  title     = {A deep learning method for recovering missing signals in transcriptome-wide
               {RNA} structure profiles from probing experiments},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {11},
  pages     = {995--1006},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00412-0},
  doi       = {10.1038/s42256-021-00412-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/GongXMLZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Hamilton21,
  author    = {Tara J. Hamilton},
  title     = {The best of both worlds},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {3},
  pages     = {194--195},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00315-0},
  doi       = {10.1038/s42256-021-00315-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Hamilton21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HanJCLCJKCKJHLY21,
  author    = {Yoseob Han and
               Jaeduck Jang and
               Eunju Cha and
               Junho Lee and
               Hyungjin Chung and
               Myoungho Jeong and
               Tae{-}Gon Kim and
               Byeong Gyu Chae and
               Hee Goo Kim and
               Shinae Jun and
               Sungwoo Hwang and
               Eunha Lee and
               Jong Chul Ye},
  title     = {Deep learning {STEM-EDX} tomography of nanocrystals},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {3},
  pages     = {267--274},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00289-5},
  doi       = {10.1038/s42256-020-00289-5},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/HanJCLCJKCKJHLY21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Hibat-AllahIWMC21,
  author    = {Mohamed Hibat{-}Allah and
               Estelle M. Inack and
               Roeland Wiersema and
               Roger G. Melko and
               Juan Carrasquilla},
  title     = {Variational neural annealing},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {11},
  pages     = {952--961},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00401-3},
  doi       = {10.1038/s42256-021-00401-3},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Hibat-AllahIWMC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Higgins21,
  author    = {Irina Higgins},
  title     = {Generalizing universal function approximators},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {3},
  pages     = {192--193},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00318-x},
  doi       = {10.1038/s42256-021-00318-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Higgins21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/IencaV21,
  author    = {Marcello Ienca and
               Effy Vayena},
  title     = {Ethical requirements for responsible research with hacked data},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {9},
  pages     = {744--748},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00389-w},
  doi       = {10.1038/s42256-021-00389-w},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/IencaV21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Imam21,
  author    = {Nabil Imam},
  title     = {Wiring up recurrent neural networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {9},
  pages     = {740--741},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00391-2},
  doi       = {10.1038/s42256-021-00391-2},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Imam21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/IrrgangBSBKSS21,
  author    = {Christopher Irrgang and
               Niklas Boers and
               Maike Sonnewald and
               Elizabeth A. Barnes and
               Christopher Kadow and
               Joanna Staneva and
               Jan Saynisch{-}Wagner},
  title     = {Towards neural Earth system modelling by integrating artificial intelligence
               in Earth system science},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {8},
  pages     = {667--674},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00374-3},
  doi       = {10.1038/s42256-021-00374-3},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/IrrgangBSBKSS21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/IsomuraT21,
  author    = {Takuya Isomura and
               Taro Toyoizumi},
  title     = {Dimensionality reduction to maximize prediction generalization capability},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {5},
  pages     = {434--446},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00306-1},
  doi       = {10.1038/s42256-021-00306-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/IsomuraT21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/IsomuraT21a,
  author    = {Takuya Isomura and
               Taro Toyoizumi},
  title     = {Publisher Correction: Dimensionality reduction to maximize prediction
               generalization capability},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {5},
  pages     = {457},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00352-9},
  doi       = {10.1038/s42256-021-00352-9},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/IsomuraT21a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/JanetTB21,
  author    = {Jon Paul Janet and
               Anna Tomberg and
               Jonas Bostr{\"{o}}m},
  title     = {Reusability report: Learning the language of synthetic methods used
               in medicinal chemistry},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {7},
  pages     = {572--575},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00367-2},
  doi       = {10.1038/s42256-021-00367-2},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/JanetTB21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/JinCLCWLGB21,
  author    = {Darui Jin and
               Ying Chen and
               Yi Lu and
               Junzhang Chen and
               Peng Wang and
               Zichao Liu and
               Sheng Guo and
               Xiangzhi Bai},
  title     = {Neutralizing the impact of atmospheric turbulence on complex scene
               imaging via deep learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {10},
  pages     = {876--884},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00392-1},
  doi       = {10.1038/s42256-021-00392-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/JinCLCWLGB21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/JobinMDKBSBWMEC21,
  author    = {Anna Jobin and
               Kingson Man and
               Antonio Damasio and
               Georgios Kaissis and
               Rickmer Braren and
               Julia Stoyanovich and
               Jay J. Van Bavel and
               Tessa V. West and
               Brent D. Mittelstadt and
               Jason Eshraghian and
               Marta R. Costa{-}juss{\`{a}} and
               Asaf Tzachor and
               Aimun A. B. Jamjoom and
               Mariarosaria Taddeo and
               Edoardo Sinibaldi and
               Yipeng Hu and
               Miguel A. Luengo{-}Oroz},
  title     = {{AI} reflections in 2020},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {2--8},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00281-z},
  doi       = {10.1038/s42256-020-00281-z},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/JobinMDKBSBWMEC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KaissisZPRUTLMJ21,
  author    = {Georgios Kaissis and
               Alexander Ziller and
               Jonathan Passerat{-}Palmbach and
               Th{\'{e}}o Ryffel and
               Dmitrii Usynin and
               Andrew Trask and
               Ion{\'{e}}sio Lima and
               Jason Mancuso and
               Friederike Jungmann and
               Marc{-}Matthias Steinborn and
               Andreas Saleh and
               Marcus R. Makowski and
               Daniel Rueckert and
               Rickmer Braren},
  title     = {End-to-end privacy preserving deep learning on multi-institutional
               medical imaging},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {6},
  pages     = {473--484},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00337-8},
  doi       = {10.1038/s42256-021-00337-8},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/KaissisZPRUTLMJ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Kapur21,
  author    = {Supriya Kapur},
  title     = {Reducing racial bias in {AI} models for clinical use requires a top-down
               intervention},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {6},
  pages     = {460},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00362-7},
  doi       = {10.1038/s42256-021-00362-7},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Kapur21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KcBVHHYSO21,
  author    = {Govinda B. Kc and
               Giovanni Bocci and
               Srijan Verma and
               Md Mahmudulla Hassan and
               Jayme Holmes and
               Jeremy J. Yang and
               Suman Sirimulla and
               Tudor I. Oprea},
  title     = {A machine learning platform to estimate anti-SARS-CoV-2 activities},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {6},
  pages     = {527--535},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00335-w},
  doi       = {10.1038/s42256-021-00335-w},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/KcBVHHYSO21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KenchC21,
  author    = {Steve Kench and
               Samuel J. Cooper},
  title     = {Generating three-dimensional structures from a two-dimensional slice
               with generative adversarial network-based dimensionality expansion},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {4},
  pages     = {299--305},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00322-1},
  doi       = {10.1038/s42256-021-00322-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/KenchC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KimLNPB21,
  author    = {Jason Z. Kim and
               Zhixin Lu and
               Erfan Nozari and
               George J. Pappas and
               Danielle S. Bassett},
  title     = {Teaching recurrent neural networks to infer global temporal structure
               from local examples},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {4},
  pages     = {316--323},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00321-2},
  doi       = {10.1038/s42256-021-00321-2},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/KimLNPB21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KingOT21,
  author    = {Ross D. King and
               Oghenejokpeme I. Orhobor and
               Charles C. Taylor},
  title     = {Cross-validation is safe to use},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {4},
  pages     = {276},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00332-z},
  doi       = {10.1038/s42256-021-00332-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/KingOT21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KooP21,
  author    = {Peter K. Koo and
               Matt Ploenzke},
  title     = {Improving representations of genomic sequence motifs in convolutional
               networks with exponential activations},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {3},
  pages     = {258--266},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00291-x},
  doi       = {10.1038/s42256-020-00291-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/KooP21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KorotGFWZLFPFKM21,
  author    = {Edward Korot and
               Zeyu Guan and
               Daniel Ferraz and
               Siegfried K. Wagner and
               Gongyu Zhang and
               Xiaoxuan Liu and
               Livia Faes and
               Nikolas Pontikos and
               Samuel G. Finlayson and
               Hagar Khalid and
               Gabriella Moraes and
               Konstantinos Balaskas and
               Alastair K. Denniston and
               Pearse A. Keane},
  title     = {Code-free deep learning for multi-modality medical image classification},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {4},
  pages     = {288--298},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00305-2},
  doi       = {10.1038/s42256-021-00305-2},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/KorotGFWZLFPFKM21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KorsunskaF21,
  author    = {Ania Korsunska and
               David C. Fajgenbaum},
  title     = {Back to the future with machine learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {6},
  pages     = {464--465},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00363-6},
  doi       = {10.1038/s42256-021-00363-6},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/KorsunskaF21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KorsunskaF21a,
  author    = {Ania Korsunska and
               David C. Fajgenbaum},
  title     = {Publisher Correction: Back to the future with machine learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {7},
  pages     = {652},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00372-5},
  doi       = {10.1038/s42256-021-00372-5},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/KorsunskaF21a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LagemannLMS21,
  author    = {Christian Lagemann and
               Kai Lagemann and
               Sach Mukherjee and
               Wolfgang Schr{\"{o}}der},
  title     = {Deep recurrent optical flow learning for particle image velocimetry
               data},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {7},
  pages     = {641--651},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00369-0},
  doi       = {10.1038/s42256-021-00369-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LagemannLMS21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LesicaMMDWZ21,
  author    = {Nicholas A. Lesica and
               Nishchay Mehta and
               Joseph G. Manjaly and
               Li Deng and
               Blake S. Wilson and
               Fan{-}Gang Zeng},
  title     = {Harnessing the power of artificial intelligence to transform hearing
               healthcare and research},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {10},
  pages     = {840--849},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00394-z},
  doi       = {10.1038/s42256-021-00394-z},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LesicaMMDWZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiuCJW21,
  author    = {Qiao Liu and
               Shengquan Chen and
               Rui Jiang and
               Wing Hung Wong},
  title     = {Simultaneous deep generative modelling and clustering of single-cell
               genomic data},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {6},
  pages     = {536--544},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00333-y},
  doi       = {10.1038/s42256-021-00333-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LiuCJW21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiuTQLSY21,
  author    = {Siyuan Liu and
               Kim{-}Han Thung and
               Liangqiong Qu and
               Weili Lin and
               Dinggang Shen and
               Pew{-}Thian Yap},
  title     = {Learning {MRI} artefact removal with unpaired data},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {60--67},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00270-2},
  doi       = {10.1038/s42256-020-00270-2},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/LiuTQLSY21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiuTQLSY21a,
  author    = {Siyuan Liu and
               Kim{-}Han Thung and
               Liangqiong Qu and
               Weili Lin and
               Dinggang Shen and
               Pew{-}Thian Yap},
  title     = {Publisher Correction: Learning {MRI} artefact removal with unpaired
               data},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {2},
  pages     = {181},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00300-7},
  doi       = {10.1038/s42256-021-00300-7},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/LiuTQLSY21a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiuWZ21,
  author    = {Ruoqi Liu and
               Lai Wei and
               Ping Zhang},
  title     = {A deep learning framework for drug repurposing via emulating clinical
               trials on real-world patient data},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {68--75},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00276-w},
  doi       = {10.1038/s42256-020-00276-w},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LiuWZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LuBJG21,
  author    = {James Lu and
               Brendan Bender and
               Jin Y. Jin and
               Yuanfang Guan},
  title     = {Deep learning prediction of patient response time course from early
               data via neural-pharmacokinetic/pharmacodynamic modelling},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {8},
  pages     = {696--704},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00357-4},
  doi       = {10.1038/s42256-021-00357-4},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LuBJG21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LuJPZK21,
  author    = {Lu Lu and
               Pengzhan Jin and
               Guofei Pang and
               Zhongqiang Zhang and
               George Em Karniadakis},
  title     = {Learning nonlinear operators via DeepONet based on the universal approximation
               theorem of operators},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {3},
  pages     = {218--229},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00302-5},
  doi       = {10.1038/s42256-021-00302-5},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LuJPZK21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LuZZWJXBHGWXRW21,
  author    = {Tianshi Lu and
               Ze Zhang and
               James Zhu and
               Yunguan Wang and
               Peixin Jiang and
               Xue Xiao and
               Chantale Bernatchez and
               John V. Heymach and
               Don L. Gibbons and
               Jun Wang and
               Lin Xu and
               Alexandre Reuben and
               Tao Wang},
  title     = {Deep learning-based prediction of the {T} cell receptor-antigen binding
               specificity},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {10},
  pages     = {864--875},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00383-2},
  doi       = {10.1038/s42256-021-00383-2},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LuZZWJXBHGWXRW21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ManifoldMHF21,
  author    = {Bryce Manifold and
               Shuaiqian Men and
               Ruoqian Hu and
               Dan Fu},
  title     = {A versatile deep learning architecture for classification and label-free
               prediction of hyperspectral images},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {4},
  pages     = {306--315},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00309-y},
  doi       = {10.1038/s42256-021-00309-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ManifoldMHF21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MardaN21,
  author    = {Vidushi Marda and
               Shivangi Narayan},
  title     = {On the importance of ethnographic methods in {AI} research},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {3},
  pages     = {187--189},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00323-0},
  doi       = {10.1038/s42256-021-00323-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MardaN21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MatsumotoIAKTO21,
  author    = {Shigeyuki Matsumoto and
               Shoichi Ishida and
               Mitsugu Araki and
               Takayuki Kato and
               Kei Terayama and
               Yasushi Okuno},
  title     = {Extraction of protein dynamics information from cryo-EM maps using
               deep learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {2},
  pages     = {153--160},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00290-y},
  doi       = {10.1038/s42256-020-00290-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MatsumotoIAKTO21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MhasawadeZC21,
  author    = {Vishwali Mhasawade and
               Yuan Zhao and
               Rumi Chunara},
  title     = {Machine learning and algorithmic fairness in public and population
               health},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {8},
  pages     = {659--666},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00373-4},
  doi       = {10.1038/s42256-021-00373-4},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MhasawadeZC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MiaoLGPYG21,
  author    = {Zhongqi Miao and
               Ziwei Liu and
               Kaitlyn M. Gaynor and
               Meredith S. Palmer and
               Stella X. Yu and
               Wayne M. Getz},
  title     = {Iterative human and automated identification of wildlife images},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {10},
  pages     = {885--895},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00393-0},
  doi       = {10.1038/s42256-021-00393-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MiaoLGPYG21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MiikkulainenF21,
  author    = {Risto Miikkulainen and
               Stephanie Forrest},
  title     = {A biological perspective on evolutionary computation},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {9--15},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00278-8},
  doi       = {10.1038/s42256-020-00278-8},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MiikkulainenF21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MilanoMWR21,
  author    = {Silvia Milano and
               Brent D. Mittelstadt and
               Sandra Wachter and
               Christopher Russell},
  title     = {Epistemic fragmentation poses a threat to the governance of online
               targeting},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {6},
  pages     = {466--472},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00358-3},
  doi       = {10.1038/s42256-021-00358-3},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MilanoMWR21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Mitra21,
  author    = {Partha P. Mitra},
  title     = {Fitting elephants in modern machine learning by statistically consistent
               interpolation},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {5},
  pages     = {378--386},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00345-8},
  doi       = {10.1038/s42256-021-00345-8},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Mitra21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/NovatiLK21,
  author    = {Guido Novati and
               Hugues Lascombes de Laroussilhe and
               Petros Koumoutsakos},
  title     = {Automating turbulence modelling by multi-agent reinforcement learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {87--96},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00272-0},
  doi       = {10.1038/s42256-020-00272-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/NovatiLK21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/NovatiLK21a,
  author    = {Guido Novati and
               Hugues Lascombes de Laroussilhe and
               Petros Koumoutsakos},
  title     = {Publisher Correction: Automating turbulence modelling by multi-agent
               reinforcement learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {98},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00293-3},
  doi       = {10.1038/s42256-021-00293-3},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/NovatiLK21a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/NovatiLK21b,
  author    = {Guido Novati and
               Hugues Lascombes de Laroussilhe and
               Petros Koumoutsakos},
  title     = {Publisher Correction: Automating turbulence modelling by multi-agent
               reinforcement learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {99},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00295-1},
  doi       = {10.1038/s42256-021-00295-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/NovatiLK21b.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/NunesA21,
  author    = {Ashley Nunes and
               Kay W. Axhausen},
  title     = {Road safety, health inequity and the imminence of autonomous vehicles},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {8},
  pages     = {654--655},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00382-3},
  doi       = {10.1038/s42256-021-00382-3},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/NunesA21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/NygaardMTGH21,
  author    = {T{\o}nnes F. Nygaard and
               Charles P. Martin and
               Jim T{\o}rresen and
               Kyrre Glette and
               David Howard},
  title     = {Real-world embodied {AI} through a morphologically adaptive quadruped
               robot},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {5},
  pages     = {410--419},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00320-3},
  doi       = {10.1038/s42256-021-00320-3},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/NygaardMTGH21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/OrrCZ21,
  author    = {Itai Orr and
               Moshik Cohen and
               Zeev Zalevsky},
  title     = {Author Correction: High-resolution radar road segmentation using weakly
               supervised learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {2},
  pages     = {182},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00314-1},
  doi       = {10.1038/s42256-021-00314-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/OrrCZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/OrrCZ21a,
  author    = {Itai Orr and
               Moshik Cohen and
               Zeev Zalevsky},
  title     = {High-resolution radar road segmentation using weakly supervised learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {3},
  pages     = {239--246},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00288-6},
  doi       = {10.1038/s42256-020-00288-6},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/OrrCZ21a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ParkSMCRKZBGCWM21,
  author    = {Jungkyu Park and
               Yoel Shoshan and
               Robert Mart{\'{\i}} and
               Pablo G{\'{o}}mez del Campo and
               Vadim Ratner and
               Daniel Khapun and
               Aviad Zlotnick and
               Ella Barkan and
               Flora Gilboa{-}Solomon and
               Jakub Chledowski and
               Jan Witowski and
               Alexandra Millet and
               Eric Kim and
               Alana Lewin and
               Kristine Pysarenko and
               Sardius Chen and
               Julia Goldberg and
               Shalin Patel and
               Anastasia Plaunova and
               Melanie Wegener and
               Stacey Wolfson and
               Jiyon Lee and
               Sana Hava and
               Sindhoora Murthy and
               Linda Du and
               Sushma Gaddam and
               Ujas Parikh and
               Laura Heacock and
               Linda Moy and
               Beatriu Reig and
               Michal Rosen{-}Zvi and
               Krzysztof J. Geras},
  title     = {Lessons from the first DBTex Challenge},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {8},
  pages     = {735--736},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00378-z},
  doi       = {10.1038/s42256-021-00378-z},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ParkSMCRKZBGCWM21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Parkes21,
  author    = {David C. Parkes},
  title     = {Playing with symmetry with neural networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {8},
  pages     = {658},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00380-5},
  doi       = {10.1038/s42256-021-00380-5},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Parkes21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PavlovicSMKKVWB21,
  author    = {Milena Pavlovic and
               Lonneke Scheffer and
               Keshav Motwani and
               Chakravarthi Kanduri and
               Radmila Kompova and
               Nikolay Vazov and
               Knut Waagan and
               Fabian L. M. Bernal and
               Alexandre Almeida Costa and
               Brian Corrie and
               Rahmad Akbar and
               Ghadi S. Al Hajj and
               Gabriel Balaban and
               Todd M. Brusko and
               Maria Chernigovskaya and
               Scott Christley and
               Lindsay G. Cowell and
               Robert Frank and
               Ivar Grytten and
               Sveinung Gundersen and
               Ingrid Hob{\ae}k Haff and
               Eivind Hovig and
               Ping{-}Han Hsieh and
               G{\"{u}}nter Klambauer and
               Marieke L. Kuijjer and
               Christin Lund{-}Andersen and
               Antonio Martini and
               Thomas Minotto and
               Johan Pensar and
               Knut D. Rand and
               Enrico Riccardi and
               Philippe A. Robert and
               Artur Rocha and
               Andrei Slabodkin and
               Igor Snapkov and
               Ludvig M. Sollid and
               Dmytro Titov and
               C{\'{e}}dric R. Weber and
               Michael Widrich and
               Gur Yaari and
               Victor Greiff and
               Geir Kjetil Sandve},
  title     = {The immuneML ecosystem for machine learning analysis of adaptive immune
               receptor repertoires},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {11},
  pages     = {936--944},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00413-z},
  doi       = {10.1038/s42256-021-00413-z},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/PavlovicSMKKVWB21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PhamQZXZ21,
  author    = {Thai{-}Hoang Pham and
               Yue Qiu and
               Jucheng Zeng and
               Lei Xie and
               Ping Zhang},
  title     = {A deep learning framework for high-throughput mechanism-driven phenotype
               compound screening and its application to {COVID-19} drug repurposing},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {3},
  pages     = {247--257},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00285-9},
  doi       = {10.1038/s42256-020-00285-9},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/PhamQZXZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PrunklAAWLD21,
  author    = {Carina E. A. Prunkl and
               Carolyn Ashurst and
               Markus Anderljung and
               Helena Webb and
               Jan Leike and
               Allan Dafoe},
  title     = {Institutionalizing ethics in {AI} through broader impact requirements},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {2},
  pages     = {104--110},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00298-y},
  doi       = {10.1038/s42256-021-00298-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/PrunklAAWLD21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/QiaoTXCLSG21,
  author    = {Rui Qiao and
               Ngoc Hieu Tran and
               Lei Xin and
               Xin Chen and
               Ming Li and
               Baozhen Shan and
               Ali Ghodsi},
  title     = {Computationally instrument-resolution-independent de novo peptide
               sequencing for high-resolution devices},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {5},
  pages     = {420--425},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00304-3},
  doi       = {10.1038/s42256-021-00304-3},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/QiaoTXCLSG21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/QuanjelHVWKSMG21,
  author    = {Marian J. R. Quanjel and
               Thijs C. van Holten and
               Pieternel C. Gunst{-}van der Vliet and
               Jette Wielaard and
               Bekir Karakaya and
               Maaike S{\"{o}}hne and
               Hazra S. Moeniralam and
               Jan C. Grutters},
  title     = {Replication of a mortality prediction model in Dutch patients with
               {COVID-19}},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {23--24},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00253-3},
  doi       = {10.1038/s42256-020-00253-3},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/QuanjelHVWKSMG21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ReeveT21,
  author    = {Janice L. V. Reeve and
               Patrick J. Twomey},
  title     = {Consider laboratory aspects in developing patient prediction models},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {18},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-0221-2},
  doi       = {10.1038/s42256-020-0221-2},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ReeveT21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RepeckaJKRRZPLV21,
  author    = {Donatas Repecka and
               Vykintas Jauniskis and
               Laurynas Karpus and
               Elzbieta Rembeza and
               Irmantas Rokaitis and
               Jan Zrimec and
               Simona Poviloniene and
               Audrius Laurynenas and
               Sandra Viknander and
               Wissam Abuajwa and
               Otto Savolainen and
               Rolandas Meskys and
               Martin K. M. Engqvist and
               Aleksej Zelezniak},
  title     = {Expanding functional protein sequence spaces using generative adversarial
               networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {4},
  pages     = {324--333},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00310-5},
  doi       = {10.1038/s42256-021-00310-5},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/RepeckaJKRRZPLV21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RobertsDTGYUAEM21,
  author    = {Michael Roberts and
               Derek Driggs and
               Matthew Thorpe and
               Julian D. Gilbey and
               Michael Yeung and
               Stephan Ursprung and
               Angelica I. Avil{\'{e}}s{-}Rivero and
               Christian Etmann and
               Cathal McCague and
               Lucian Beer and
               Jonathan R. Weir{-}McCall and
               Zhongzhao Teng and
               Effrossyni Gkrania{-}Klotsas and
               James H. F. Rudd and
               Evis Sala and
               Carola{-}Bibiane Sch{\"{o}}nlieb},
  title     = {Common pitfalls and recommendations for using machine learning to
               detect and prognosticate for {COVID-19} using chest radiographs and
               {CT} scans},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {3},
  pages     = {199--217},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00307-0},
  doi       = {10.1038/s42256-021-00307-0},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/RobertsDTGYUAEM21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RodolfaLG21,
  author    = {Kit T. Rodolfa and
               Hemank Lamba and
               Rayid Ghani},
  title     = {Empirical observation of negligible fairness-accuracy trade-offs in
               machine learning for public policy},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {10},
  pages     = {896--904},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00396-x},
  doi       = {10.1038/s42256-021-00396-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/RodolfaLG21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RomanSRPF21,
  author    = {Darius Roman and
               Saurabh Saxena and
               Valentin Robu and
               Michael G. Pecht and
               David Flynn},
  title     = {Machine learning pipeline for battery state-of-health estimation},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {5},
  pages     = {447--456},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00312-3},
  doi       = {10.1038/s42256-021-00312-3},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/RomanSRPF21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Rousseau21,
  author    = {David Rousseau},
  title     = {Resource-efficient inference for particle physics},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {8},
  pages     = {656--657},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00381-4},
  doi       = {10.1038/s42256-021-00381-4},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Rousseau21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SalmelaTFBDG21,
  author    = {Lauri Salmela and
               Nikolaos Tsipinakis and
               Alessandro Foi and
               Cyril Billet and
               John M. Dudley and
               Go{\"{e}}ry Genty},
  title     = {Predicting ultrafast nonlinear dynamics in fibre optics with a recurrent
               neural network},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {4},
  pages     = {344--354},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00297-z},
  doi       = {10.1038/s42256-021-00297-z},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SalmelaTFBDG21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SchootBSZBWKHHF21,
  author    = {Rens van de Schoot and
               Jonathan de Bruin and
               Raoul Schram and
               Parisa Zahedi and
               Jan de Boer and
               Felix Weijdema and
               Bianca Kramer and
               Martijn Huijts and
               Maarten Hoogerwerf and
               Gerbrich Ferdinands and
               Albert Harkema and
               Joukje Willemsen and
               Yongchao Ma and
               Qixiang Fang and
               Sybren Hindriks and
               Lars Tummers and
               Daniel L. Oberski},
  title     = {An open source machine learning framework for efficient and transparent
               systematic reviews},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {2},
  pages     = {125--133},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00287-7},
  doi       = {10.1038/s42256-020-00287-7},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SchootBSZBWKHHF21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Schulte-SasseBH21,
  author    = {Roman Schulte{-}Sasse and
               Stefan Budach and
               Denes Hnisz and
               Annalisa Marsico},
  title     = {Integration of multiomics data with graph convolutional networks to
               identify new cancer genes and their associated molecular mechanisms},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {6},
  pages     = {513--526},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00325-y},
  doi       = {10.1038/s42256-021-00325-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Schulte-SasseBH21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SchwallerPVNKLR21,
  author    = {Philippe Schwaller and
               Daniel Probst and
               Alain C. Vaucher and
               Vishnu H. Nair and
               David Kreutter and
               Teodoro Laino and
               Jean{-}Louis Reymond},
  title     = {Mapping the space of chemical reactions using attention-based neural
               networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {2},
  pages     = {144--152},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00284-w},
  doi       = {10.1038/s42256-020-00284-w},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SchwallerPVNKLR21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ShadCALH21,
  author    = {Rohan Shad and
               John P. Cunningham and
               Euan A. Ashley and
               Curtis P. Langlotz and
               William Hiesinger},
  title     = {Designing clinically translatable artificial intelligence systems
               for high-dimensional medical imaging},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {11},
  pages     = {929--935},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00399-8},
  doi       = {10.1038/s42256-021-00399-8},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ShadCALH21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ShahPTKBK21,
  author    = {Dylan S. Shah and
               Joshua P. Powers and
               Liana G. Tilton and
               Sam Kriegman and
               Josh C. Bongard and
               Rebecca Kramer{-}Bottiglio},
  title     = {A soft robot that adapts to environments through shape change},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {51--59},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00263-1},
  doi       = {10.1038/s42256-020-00263-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ShahPTKBK21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Sharifi-Noghabi21,
  author    = {Hossein Sharifi{-}Noghabi and
               Parsa Alamzadeh Harjandi and
               Olga I. Zolotareva and
               Colin C. Collins and
               Martin Ester},
  title     = {Out-of-distribution generalization from labelled and unlabelled gene
               expression data for drug response prediction},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {11},
  pages     = {962--972},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00408-w},
  doi       = {10.1038/s42256-021-00408-w},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Sharifi-Noghabi21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ShenZZWQTJC21,
  author    = {Wan Xiang Shen and
               Xian Zeng and
               Feng Zhu and
               Ya li Wang and
               Chu Qin and
               Ying Tan and
               Yu Yang Jiang and
               Yu Zong Chen},
  title     = {Out-of-the-box deep learning prediction of pharmaceutical properties
               by broadly learned knowledge-based molecular representations},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {4},
  pages     = {334--343},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00301-6},
  doi       = {10.1038/s42256-021-00301-6},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ShenZZWQTJC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ShinKOAPKL21,
  author    = {Dongmyung Shin and
               Younghoon Kim and
               Chungseok Oh and
               Hongjun An and
               Juhyung Park and
               Jiye Kim and
               Jongho Lee},
  title     = {Deep reinforcement learning-designed radiofrequency waveform in {MRI}},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {11},
  pages     = {985--994},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00411-1},
  doi       = {10.1038/s42256-021-00411-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ShinKOAPKL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SimonWZ21,
  author    = {Lukas M. Simon and
               Yin{-}Ying Wang and
               Zhongming Zhao},
  title     = {Integration of millions of transcriptomes using batch-aware triplet
               neural networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {8},
  pages     = {705--715},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00361-8},
  doi       = {10.1038/s42256-021-00361-8},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SimonWZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SkinniderSWF21,
  author    = {Michael A. Skinnider and
               R. Greg Stacey and
               David S. Wishart and
               Leonard J. Foster},
  title     = {Chemical language models enable navigation in sparsely populated chemical
               space},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {9},
  pages     = {759--770},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00368-1},
  doi       = {10.1038/s42256-021-00368-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SkinniderSWF21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SkinniderWPGFDW21,
  author    = {Michael A. Skinnider and
               Fei Wang and
               Daniel Pasin and
               Russell Greiner and
               Leonard J. Foster and
               Petur W. Dalsgaard and
               David S. Wishart},
  title     = {A deep generative model enables automated structure elucidation of
               novel psychoactive substances},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {11},
  pages     = {973--984},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00407-x},
  doi       = {10.1038/s42256-021-00407-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SkinniderWPGFDW21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SongL21,
  author    = {Zixuan Song and
               Jun Li},
  title     = {Variable selection with false discovery rate control in deep neural
               networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {5},
  pages     = {426--433},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00308-z},
  doi       = {10.1038/s42256-021-00308-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SongL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SoriaSF21,
  author    = {Enrica Soria and
               Fabrizio Schiano and
               Dario Floreano},
  title     = {Predictive control of aerial swarms in cluttered environments},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {6},
  pages     = {545--554},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00341-y},
  doi       = {10.1038/s42256-021-00341-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SoriaSF21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/StocklM21,
  author    = {Christoph St{\"{o}}ckl and
               Wolfgang Maass},
  title     = {Optimized spiking neurons can classify images with high accuracy through
               temporal coding with two spikes},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {3},
  pages     = {230--238},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00311-4},
  doi       = {10.1038/s42256-021-00311-4},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/StocklM21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SuLMTGK21,
  author    = {Hao Su and
               Antonio Di Lallo and
               Robin R. Murphy and
               Russell H. Taylor and
               Brian T. Garibaldi and
               Axel Krieger},
  title     = {Physical human-robot interaction for clinical care in infectious environments},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {3},
  pages     = {184--186},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00324-z},
  doi       = {10.1038/s42256-021-00324-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SuLMTGK21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SuarezRLM21,
  author    = {Laura E. Su{\'{a}}rez and
               Blake A. Richards and
               Guillaume Lajoie and
               Bratislav Misic},
  title     = {Learning function from structure in neuromorphic networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {9},
  pages     = {771--786},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00376-1},
  doi       = {10.1038/s42256-021-00376-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SuarezRLM21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TeginDMP21,
  author    = {Ugur Tegin and
               Niyazi Ulas Din{\c{c}} and
               Christophe Moser and
               Demetri Psaltis},
  title     = {Reusability report: Predicting spatiotemporal nonlinear dynamics in
               multimode fibre optics with a recurrent neural network},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {5},
  pages     = {387--391},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00347-6},
  doi       = {10.1038/s42256-021-00347-6},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/TeginDMP21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ToisoulKBTP21,
  author    = {Antoine Toisoul and
               Jean Kossaifi and
               Adrian Bulat and
               Georgios Tzimiropoulos and
               Maja Pantic},
  title     = {Estimation of continuous valence and arousal levels from faces in
               naturalistic conditions},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {42--50},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00280-0},
  doi       = {10.1038/s42256-020-00280-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ToisoulKBTP21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ToniatoSCGL21,
  author    = {Alessandra Toniato and
               Philippe Schwaller and
               Antonio Cardinale and
               Joppe Geluykens and
               Teodoro Laino},
  title     = {Unassisted noise reduction of chemical reaction datasets},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {6},
  pages     = {485--494},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00319-w},
  doi       = {10.1038/s42256-021-00319-w},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ToniatoSCGL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/UsyninZMBRGKP21,
  author    = {Dmitrii Usynin and
               Alexander Ziller and
               Marcus R. Makowski and
               Rickmer Braren and
               Daniel Rueckert and
               Ben Glocker and
               Georgios Kaissis and
               Jonathan Passerat{-}Palmbach},
  title     = {Adversarial interference and its mitigations in privacy-preserving
               collaborative machine learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {9},
  pages     = {749--758},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00390-3},
  doi       = {10.1038/s42256-021-00390-3},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/UsyninZMBRGKP21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Venema21,
  author    = {Liesbeth Venema},
  title     = {Defining a role for {AI} ethics in national security},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {5},
  pages     = {370--371},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00344-9},
  doi       = {10.1038/s42256-021-00344-9},
  timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Venema21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/VinuesaS21,
  author    = {Ricardo Vinuesa and
               Beril Sirma{\c{c}}ek},
  title     = {Interpretable deep-learning models to help achieve the Sustainable
               Development Goals},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {11},
  pages     = {926},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00414-y},
  doi       = {10.1038/s42256-021-00414-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/VinuesaS21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/VokingerG21,
  author    = {Kerstin N. Vokinger and
               Urs Gasser},
  title     = {Regulating {AI} in medicine in the United States and Europe},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {9},
  pages     = {738--739},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00386-z},
  doi       = {10.1038/s42256-021-00386-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/VokingerG21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WagterPSC21,
  author    = {Christophe De Wagter and
               Federico Paredes{-}Vall{\'{e}}s and
               N. Sheth and
               Guido de Croon},
  title     = {Learning fast in autonomous drone racing},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {10},
  pages     = {923},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00405-z},
  doi       = {10.1038/s42256-021-00405-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/WagterPSC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangB21,
  author    = {Shangying Wang and
               Simone Bianco},
  title     = {Linking the length scales},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {5},
  pages     = {374--375},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00351-w},
  doi       = {10.1038/s42256-021-00351-w},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/WangB21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangH21,
  author    = {Yue Wang and
               David M. Herrington},
  title     = {Machine intelligence enabled radiomics},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {10},
  pages     = {838--839},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00404-0},
  doi       = {10.1038/s42256-021-00404-0},
  timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/WangH21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangHWWWJLZYHCC21,
  author    = {Jike Wang and
               Chang{-}Yu Hsieh and
               Mingyang Wang and
               Xiaorui Wang and
               Zhenxing Wu and
               Dejun Jiang and
               Benben Liao and
               Xujun Zhang and
               Bo Yang and
               Qiaojun He and
               Dongsheng Cao and
               Xi Chen and
               Tingjun Hou},
  title     = {Multi-constraint molecular generation based on conditional transformer,
               knowledge distillation and reinforcement learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {10},
  pages     = {914--922},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00403-1},
  doi       = {10.1038/s42256-021-00403-1},
  timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/WangHWWWJLZYHCC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangJJWWDFHMFD21,
  author    = {Yong Wang and
               Mengqi Ji and
               Shengwei Jiang and
               Xukang Wang and
               Jiamin Wu and
               Feng Duan and
               Jingtao Fan and
               Laiqiang Huang and
               Shaohua Ma and
               Lu Fang and
               Qionghai Dai},
  title     = {Author Correction: Augmenting vascular disease diagnosis by vasculature-aware
               unsupervised learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {97},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00292-4},
  doi       = {10.1038/s42256-021-00292-4},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/WangJJWWDFHMFD21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangXJ21,
  author    = {Zhengyang Wang and
               Yaochen Xie and
               Shuiwang Ji},
  title     = {Global voxel transformer networks for augmented microscopy},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {2},
  pages     = {161--171},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00283-x},
  doi       = {10.1038/s42256-020-00283-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/WangXJ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WeielGKCFS21,
  author    = {Marie Weiel and
               Markus G{\"{o}}tz and
               Andr{\'{e}} Klein and
               Daniel Coquelin and
               Ralf Floca and
               Alexander Schug},
  title     = {Dynamic particle swarm optimization of biomolecular simulation parameters
               with flexible objective functions},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {8},
  pages     = {727--734},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00366-3},
  doi       = {10.1038/s42256-021-00366-3},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/WeielGKCFS21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WuLGPKSWSPJHNLW21,
  author    = {Jia Wu and
               Chao Li and
               Michael Gensheimer and
               Sukhmani Padda and
               Fumi Kato and
               Hiroki Shirato and
               Yiran Wei and
               Carola{-}Bibiane Sch{\"{o}}nlieb and
               Stephen John Price and
               David Jaffray and
               John V. Heymach and
               Joel W. Neal and
               Billy W. Loo and
               Heather Wakelee and
               Maximilian Diehn and
               Ruijiang Li},
  title     = {Radiological tumour classification across imaging modality and histology},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {9},
  pages     = {787--798},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00377-0},
  doi       = {10.1038/s42256-021-00377-0},
  timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/WuLGPKSWSPJHNLW21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21,
  title     = {Room for improvement},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {1},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00294-2},
  doi       = {10.1038/s42256-021-00294-2},
  timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21a,
  title     = {Listen to this},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {2},
  pages     = {101},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00313-2},
  doi       = {10.1038/s42256-021-00313-2},
  timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X21a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21b,
  title     = {AI, {COVID-19} and the long haul},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {3},
  pages     = {183},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00328-9},
  doi       = {10.1038/s42256-021-00328-9},
  timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X21b.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21c,
  title     = {People have the {AI} power},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {4},
  pages     = {275},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00340-z},
  doi       = {10.1038/s42256-021-00340-z},
  timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X21c.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21d,
  title     = {How to be responsible in {AI} publication},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {5},
  pages     = {367},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00355-6},
  doi       = {10.1038/s42256-021-00355-6},
  timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X21d.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21e,
  title     = {Collaborative learning without sharing data},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {6},
  pages     = {459},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00364-5},
  doi       = {10.1038/s42256-021-00364-5},
  timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X21e.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21f,
  title     = {{AI} on the beach},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {7},
  pages     = {555},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00375-2},
  doi       = {10.1038/s42256-021-00375-2},
  timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X21f.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21g,
  title     = {Striving for health equity with machine learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {8},
  pages     = {653},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00385-0},
  doi       = {10.1038/s42256-021-00385-0},
  timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X21g.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21h,
  title     = {The big question},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {9},
  pages     = {737},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00395-y},
  doi       = {10.1038/s42256-021-00395-y},
  timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X21h.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21i,
  title     = {Robotic body augmentation},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {10},
  pages     = {837},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00406-y},
  doi       = {10.1038/s42256-021-00406-y},
  timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X21i.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X21j,
  title     = {Optimizing the synergy between physics and machine learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {11},
  pages     = {925},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00416-w},
  doi       = {10.1038/s42256-021-00416-w},
  timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X21j.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/XuML21,
  author    = {Jinbo Xu and
               Matthew McPartlon and
               Jin Li},
  title     = {Improved protein structure prediction by deep learning irrespective
               of co-evolution information},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {7},
  pages     = {601--609},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00348-5},
  doi       = {10.1038/s42256-021-00348-5},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/XuML21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YanGZLY21,
  author    = {Li Yan and
               Jorge M. Gon{\c{c}}alves and
               Hai{-}Tao Zhang and
               Shusheng Li and
               Ye Yuan},
  title     = {Reply to: Consider the laboratory aspects in developing patient prediction
               models},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {19},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-0220-3},
  doi       = {10.1038/s42256-020-0220-3},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/YanGZLY21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YangZXZ21,
  author    = {Cheng Yang and
               Man Zhou and
               Haoling Xie and
               Huaiqiu Zhu},
  title     = {LncADeep performance on full-length transcripts},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {3},
  pages     = {197--198},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-019-0108-2},
  doi       = {10.1038/s42256-019-0108-2},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/YangZXZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YaoSBBKCBWFSA21,
  author    = {Zhenpeng Yao and
               Benjam{\'{\i}}n S{\'{a}}nchez{-}Lengeling and
               N. Scott Bobbitt and
               Benjamin J. Bucior and
               Sai Govind Hari Kumar and
               Sean P. Collins and
               Thomas Burns and
               Tom K. Woo and
               Omar K. Farha and
               Randall Q. Snurr and
               Al{\'{a}}n Aspuru{-}Guzik},
  title     = {Inverse design of nanoporous crystalline reticular materials with
               deep generative models},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {76--86},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00271-1},
  doi       = {10.1038/s42256-020-00271-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/YaoSBBKCBWFSA21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YinCB21,
  author    = {Bojian Yin and
               Federico Corradi and
               Sander M. Boht{\'{e}}},
  title     = {Accurate and efficient time-domain classification with adaptive spiking
               recurrent neural networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {10},
  pages     = {905--913},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00397-w},
  doi       = {10.1038/s42256-021-00397-w},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/YinCB21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YinM21,
  author    = {Xiaoyan Yin and
               Rolf M{\"{u}}ller},
  title     = {Integration of deep learning and soft robotics for a biomimetic approach
               to nonlinear sensing},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {6},
  pages     = {507--512},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00330-1},
  doi       = {10.1038/s42256-021-00330-1},
  timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/YinM21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YuanGXZXC21,
  author    = {Ye Yuan and
               Jorge M. Gon{\c{c}}alves and
               Yan Xiao and
               Hai{-}Tao Zhang and
               Hui Xu and
               Zhiguo Cao},
  title     = {Reply to: Clinical interpretation of an interpretable prognostic model
               for patients with {COVID-19}},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {1},
  pages     = {17},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-0206-1},
  doi       = {10.1038/s42256-020-0206-1},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/YuanGXZXC21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhangLL21,
  author    = {Yi Zhang and
               Yang Liu and
               X. Shirley Liu},
  title     = {Neural network architecture search with {AMBER}},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {5},
  pages     = {372--373},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00350-x},
  doi       = {10.1038/s42256-021-00350-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ZhangLL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhangPTT21,
  author    = {Zijun Zhang and
               Christopher Y. Park and
               Chandra L. Theesfeld and
               Olga G. Troyanskaya},
  title     = {An automated framework for efficiently designing deep convolutional
               neural networks in genomics},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {5},
  pages     = {392--400},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-021-00316-z},
  doi       = {10.1038/s42256-021-00316-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ZhangPTT21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhengLZWSG21,
  author    = {An Zheng and
               Michael Lamkin and
               Hanqing Zhao and
               Cynthia Wu and
               Hao Su and
               Melissa Gymrek},
  title     = {Deep neural networks identify sequence context features predictive
               of transcription factor binding},
  journal   = {Nat. Mach. Intell.},
  volume    = {3},
  number    = {2},
  pages     = {172--180},
  year      = {2021},
  url       = {https://doi.org/10.1038/s42256-020-00282-y},
  doi       = {10.1038/s42256-020-00282-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ZhengLZWSG21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AbidAAKAZ20,
  author    = {Abubakar Abid and
               Ali Abdalla and
               Ali Abid and
               Dawood Khan and
               Abdulrahman Alfozan and
               James Zou},
  title     = {An online platform for interactive feedback in biomedical machine
               learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {2},
  pages     = {86--88},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0147-8},
  doi       = {10.1038/s42256-020-0147-8},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/AbidAAKAZ20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AbitbolK20,
  author    = {Jacob Levy Abitbol and
               M{\'{a}}rton Karsai},
  title     = {Interpretable socioeconomic status inference from aerial imagery through
               urban patterns},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {11},
  pages     = {684--692},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00243-5},
  doi       = {10.1038/s42256-020-00243-5},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/AbitbolK20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AminMC20,
  author    = {Noorul Amin and
               Annette McGrath and
               Yi{-}Ping Phoebe Chen},
  title     = {Author Correction: Evaluation of deep learning in non-coding {RNA}
               classification},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {4},
  pages     = {236},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-019-0143-z},
  doi       = {10.1038/s42256-019-0143-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/AminMC20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Aymerich-Franch20,
  author    = {Laura Aymerich{-}Franch},
  title     = {Why it is time to stop ostracizing social robots},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {7},
  pages     = {364},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0202-5},
  doi       = {10.1038/s42256-020-0202-5},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Aymerich-Franch20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BanerjeeMWLHJML20,
  author    = {Samik Banerjee and
               Lucas Magee and
               Dingkang Wang and
               Xu Li and
               Bing{-}Xing Huo and
               Jaikishan Jayakumar and
               Katherine Matho and
               Meng{-}Kuan Lin and
               Keerthi Ram and
               Mohanasankar Sivaprakasam and
               Z. Josh Huang and
               Yusu Wang and
               Partha P. Mitra},
  title     = {Semantic segmentation of microscopic neuroanatomical data by combining
               topological priors with encoder-decoder deep networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {10},
  pages     = {585--594},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0227-9},
  doi       = {10.1038/s42256-020-0227-9},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BanerjeeMWLHJML20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BatraCEWR20,
  author    = {Rohit Batra and
               Carmen Chen and
               Tania G. Evans and
               Krista S. Walton and
               Rampi Ramprasad},
  title     = {Prediction of water stability of metal-organic frameworks using machine
               learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {11},
  pages     = {704--710},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00249-z},
  doi       = {10.1038/s42256-020-00249-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BatraCEWR20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BekerWSG20,
  author    = {Wiktor Beker and
               Agnieszka Wolos and
               Sara Szymkuc and
               Bartosz A. Grzybowski},
  title     = {Minimal-uncertainty prediction of general drug-likeness based on Bayesian
               neural networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {8},
  pages     = {457--465},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0209-y},
  doi       = {10.1038/s42256-020-0209-y},
  timestamp = {Wed, 26 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BekerWSG20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BertensL20,
  author    = {Paul Bertens and
               Seong{-}Whan Lee},
  title     = {Network of evolvable neural units can learn synaptic learning rules
               and spiking dynamics},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {12},
  pages     = {791--799},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00267-x},
  doi       = {10.1038/s42256-020-00267-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BertensL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BirattariLH20,
  author    = {Mauro Birattari and
               Antoine Ligot and
               Ken Hasselmann},
  title     = {Disentangling automatic and semi-automatic approaches to the optimization-based
               design of control software for robot swarms},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {9},
  pages     = {494--499},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0215-0},
  doi       = {10.1038/s42256-020-0215-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BirattariLH20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Buckner20,
  author    = {Cameron Buckner},
  title     = {Understanding adversarial examples requires a theory of artefacts
               for deep learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {12},
  pages     = {731--736},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00266-y},
  doi       = {10.1038/s42256-020-00266-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Buckner20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CalvoPC20,
  author    = {Rafael A. Calvo and
               Dorian Peters and
               Stephen Cave},
  title     = {Advancing impact assessment for intelligent systems},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {2},
  pages     = {89--91},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0151-z},
  doi       = {10.1038/s42256-020-0151-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/CalvoPC20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CaoGYY20,
  author    = {Yue Cao and
               Thomas Andrew Geddes and
               Jean Yee Hwa Yang and
               Pengyi Yang},
  title     = {Ensemble deep learning in bioinformatics},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {9},
  pages     = {500--508},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0217-y},
  doi       = {10.1038/s42256-020-0217-y},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/CaoGYY20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CaoZFWLLCCLY20,
  author    = {Qin Cao and
               Zhenghao Zhang and
               Alexander Xi Fu and
               Qiong Wu and
               Tin{-}Lap Lee and
               Eric Lo and
               Alfred S. L. Cheng and
               Chao Cheng and
               Danny Leung and
               Kevin Y. Yip},
  title     = {A unified framework for integrative study of heterogeneous gene regulatory
               mechanisms},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {8},
  pages     = {447--456},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0205-2},
  doi       = {10.1038/s42256-020-0205-2},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/CaoZFWLLCCLY20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChakrabortyRGAR20,
  author    = {Indranil Chakraborty and
               Deboleena Roy and
               Isha Garg and
               Aayush Ankit and
               Kaushik Roy},
  title     = {Constructing energy-efficient mixed-precision neural networks through
               principal component analysis for edge intelligence},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {1},
  pages     = {43--55},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-019-0134-0},
  doi       = {10.1038/s42256-019-0134-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ChakrabortyRGAR20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChenBMY20,
  author    = {Alvin I. Chen and
               Max L. Balter and
               Timothy J. Maguire and
               Martin L. Yarmush},
  title     = {Deep learning robotic guidance for autonomous vascular access},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {2},
  pages     = {104--115},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0148-7},
  doi       = {10.1038/s42256-020-0148-7},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ChenBMY20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChenBR20,
  author    = {Zhi Chen and
               Yijie Bei and
               Cynthia Rudin},
  title     = {Concept whitening for interpretable image recognition},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {12},
  pages     = {772--782},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00265-z},
  doi       = {10.1038/s42256-020-00265-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ChenBR20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CichosGMV20,
  author    = {Frank Cichos and
               Kristian Gustavsson and
               Bernhard Mehlig and
               Giovanni Volpe},
  title     = {Machine learning for active matter},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {2},
  pages     = {94--103},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0146-9},
  doi       = {10.1038/s42256-020-0146-9},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/CichosGMV20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CulosTSBGMFTNEX20,
  author    = {Anthony Culos and
               Amy Tsai and
               Natalie Stanley and
               Martin Becker and
               Mohammad Sajjad Ghaemi and
               David Mcilwain and
               Ramin Fallahzadeh and
               Athena Tanada and
               Huda Nassar and
               Camilo Espinosa and
               Maria Xenochristou and
               Edward Ganio and
               Laura Peterson and
               Xiaoyuan Han and
               Ina A. Stelzer and
               Kazuo Ando and
               Dyani Gaudilliere and
               Thanaphong Phongpreecha and
               Ivana Maric and
               Alan L. Chang and
               Gary M. Shaw and
               David K. Stevenson and
               Sean Bendall and
               Kara L. Davis and
               Wendy J. Fantl and
               Garry P. Nolan and
               Trevor Hastie and
               Robert Tibshirani and
               Martin S. Angst and
               Brice Gaudilliere and
               Nima Aghaeepour},
  title     = {Integration of mechanistic immunological knowledge into a machine
               learning pipeline improves predictions},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {10},
  pages     = {619--628},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00232-8},
  doi       = {10.1038/s42256-020-00232-8},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/CulosTSBGMFTNEX20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/DekanovskyKRNPP20,
  author    = {Lukas Dekanovsky and
               Bahareh Khezri and
               Zdenka Rottnerova and
               Filip Novotn{\'{y}} and
               Jan Plutnar and
               Martin Pumera},
  title     = {Chemically programmable microrobots weaving a web from hormones},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {11},
  pages     = {711--718},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00248-0},
  doi       = {10.1038/s42256-020-00248-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/DekanovskyKRNPP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Dhar20,
  author    = {Payal Dhar},
  title     = {The carbon impact of artificial intelligence},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {8},
  pages     = {423--425},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0219-9},
  doi       = {10.1038/s42256-020-0219-9},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Dhar20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/DongR20,
  author    = {Jiayun Dong and
               Cynthia Rudin},
  title     = {Exploring the cloud of variable importance for the set of all good
               models},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {12},
  pages     = {810--824},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00264-0},
  doi       = {10.1038/s42256-020-00264-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/DongR20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Eshraghian20,
  author    = {Jason Kamran Eshraghian},
  title     = {Human ownership of artificial creativity},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {3},
  pages     = {157--160},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0161-x},
  doi       = {10.1038/s42256-020-0161-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Eshraghian20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FanZSL20,
  author    = {Changjun Fan and
               Li Zeng and
               Yizhou Sun and
               Yang{-}Yu Liu},
  title     = {Finding key players in complex networks through deep reinforcement
               learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {6},
  pages     = {317--324},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0177-2},
  doi       = {10.1038/s42256-020-0177-2},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/FanZSL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FaustBOPQDD20,
  author    = {Kevin Faust and
               Sudarshan Bala and
               Randy van Ommeren and
               Alessia Portante and
               Raniah Al Qawahmed and
               Ugljesa Djuric and
               Phedias Diamandis},
  title     = {Publisher Correction: Intelligent feature engineering and ontological
               mapping of brain tumour histomorphologies by deep learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {4},
  pages     = {237},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-019-0133-1},
  doi       = {10.1038/s42256-019-0133-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/FaustBOPQDD20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FurmanT20,
  author    = {Jeffrey L. Furman and
               Florenta Teodoridis},
  title     = {Machine learning could improve innovation policy},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {2},
  pages     = {84},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0155-8},
  doi       = {10.1038/s42256-020-0155-8},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/FurmanT20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GeirhosJMZBBW20,
  author    = {Robert Geirhos and
               J{\"{o}}rn{-}Henrik Jacobsen and
               Claudio Michaelis and
               Richard S. Zemel and
               Wieland Brendel and
               Matthias Bethge and
               Felix A. Wichmann},
  title     = {Shortcut learning in deep neural networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {11},
  pages     = {665--673},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00257-z},
  doi       = {10.1038/s42256-020-00257-z},
  timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/GeirhosJMZBBW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GenkinE20,
  author    = {Mikhail Genkin and
               Tatiana A. Engel},
  title     = {Moving beyond generalization to accurate interpretation of flexible
               models},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {11},
  pages     = {674--683},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00242-6},
  doi       = {10.1038/s42256-020-00242-6},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/GenkinE20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Greplova20,
  author    = {Eliska Greplova},
  title     = {Solving optimization tasks in condensed matter},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {10},
  pages     = {557--558},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00240-8},
  doi       = {10.1038/s42256-020-00240-8},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Greplova20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Hermann20,
  author    = {Isabella Hermann},
  title     = {Beware of fictional {AI} narratives},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {11},
  pages     = {654},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00256-0},
  doi       = {10.1038/s42256-020-00256-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Hermann20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HoinkaP20,
  author    = {Jan Hoinka and
               Teresa M. Przytycka},
  title     = {Embedding gene sets in low-dimensional space},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {7},
  pages     = {367--368},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0204-3},
  doi       = {10.1038/s42256-020-0204-3},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/HoinkaP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HolmbergKMSHKAS20,
  author    = {Olle G. Holmberg and
               Niklas D. K{\"{o}}hler and
               Thiago Martins and
               Jakob Siedlecki and
               Tina Herold and
               Leonie Keidel and
               Ben Asani and
               Johannes Schiefelbein and
               Siegfried Priglinger and
               Karsten U. Kortuem and
               Fabian J. Theis},
  title     = {Self-supervised retinal thickness prediction enables deep learning
               from unlabelled data to boost classification of diabetic retinopathy},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {11},
  pages     = {719--726},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00247-1},
  doi       = {10.1038/s42256-020-00247-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/HolmbergKMSHKAS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HongLLWYJZZ20,
  author    = {Lixiang Hong and
               Jinjian Lin and
               Shuya Li and
               Fangping Wan and
               Hui Yang and
               Tao Jiang and
               Dan Zhao and
               Jianyang Zeng},
  title     = {A novel machine learning framework for automated biomedical relation
               extraction from large-scale literature repositories},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {6},
  pages     = {347--355},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0189-y},
  doi       = {10.1038/s42256-020-0189-y},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/HongLLWYJZZ20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HorstB20,
  author    = {Jessica S. Horst and
               Chris M. Bird},
  title     = {Conceptual systems align to aid concept learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {2},
  pages     = {92--93},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0145-x},
  doi       = {10.1038/s42256-020-0145-x},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/HorstB20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HowisonHI20,
  author    = {Toby Howison and
               Josie Hughes and
               Fumiya Iida},
  title     = {Large-scale automated investigation of free-falling paper shapes via
               iterative physical experimentation},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {1},
  pages     = {68--75},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-019-0135-z},
  doi       = {10.1038/s42256-019-0135-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/HowisonHI20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HuJPHHS20,
  author    = {Yipeng Hu and
               Joseph Jacob and
               Geoffrey J. M. Parker and
               David J. Hawkes and
               John R. Hurst and
               Danail Stoyanov},
  title     = {The challenges of deploying artificial intelligence models in a rapidly
               evolving pandemic},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {6},
  pages     = {298--300},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0185-2},
  doi       = {10.1038/s42256-020-0185-2},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/HuJPHHS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HuLHLSL20,
  author    = {Jian Hu and
               Xiangjie Li and
               Gang Hu and
               Yafei Lyu and
               Katalin Susztak and
               Mingyao Li},
  title     = {Iterative transfer learning with neural network for clustering and
               cell type classification in single-cell RNA-seq analysis},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {10},
  pages     = {607--618},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00233-7},
  doi       = {10.1038/s42256-020-00233-7},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/HuLHLSL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HuntH20,
  author    = {Edmund R. Hunt and
               Sabine Hauert},
  title     = {A checklist for safe robot swarms},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {8},
  pages     = {420--422},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0213-2},
  doi       = {10.1038/s42256-020-0213-2},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/HuntH20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ImamC20,
  author    = {Nabil Imam and
               Thomas A. Cleland},
  title     = {Rapid online learning and robust recall in a neuromorphic olfactory
               circuit},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {3},
  pages     = {181--191},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0159-4},
  doi       = {10.1038/s42256-020-0159-4},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ImamC20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/JainM20,
  author    = {Mika Sarkin Jain and
               Tarik F. Massoud},
  title     = {Predicting tumour mutational burden from histopathological images
               using multiscale deep learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {6},
  pages     = {356--362},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0190-5},
  doi       = {10.1038/s42256-020-0190-5},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/JainM20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/JamjoomJM20,
  author    = {Aimun A. B. Jamjoom and
               Ammer M. A. Jamjoom and
               Hani J. Marcus},
  title     = {Exploring public opinion about liability and responsibility in surgical
               robotics},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {4},
  pages     = {194--196},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0169-2},
  doi       = {10.1038/s42256-020-0169-2},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/JamjoomJM20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Jerde20,
  author    = {Trenton A. Jerde},
  title     = {The path of foundational research in robotics},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {3},
  pages     = {153--154},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0163-8},
  doi       = {10.1038/s42256-020-0163-8},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Jerde20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Jimenez-LunaGS20,
  author    = {Jos{\'{e}} Jim{\'{e}}nez{-}Luna and
               Francesca Grisoni and
               Gisbert Schneider},
  title     = {Drug discovery with explainable artificial intelligence},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {10},
  pages     = {573--584},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00236-4},
  doi       = {10.1038/s42256-020-00236-4},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Jimenez-LunaGS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/JinZ20,
  author    = {Dongdong Jin and
               Li Zhang},
  title     = {Embodied intelligence weaves a better future},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {11},
  pages     = {663--664},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00250-6},
  doi       = {10.1038/s42256-020-00250-6},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/JinZ20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KaissisMRB20,
  author    = {Georgios Kaissis and
               Marcus R. Makowski and
               Daniel Rueckert and
               Rickmer Braren},
  title     = {Secure, privacy-preserving and federated machine learning in medical
               imaging},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {6},
  pages     = {305--311},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0186-1},
  doi       = {10.1038/s42256-020-0186-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/KaissisMRB20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KotsiasACETB20,
  author    = {Panagiotis{-}Christos Kotsias and
               Josep Ar{\'{u}}s{-}Pous and
               Hongming Chen and
               Ola Engkvist and
               Christian Tyrchan and
               Esben Jannik Bjerrum},
  title     = {Direct steering of de novo molecular generation with descriptor conditional
               recurrent neural networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {5},
  pages     = {254--265},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0174-5},
  doi       = {10.1038/s42256-020-0174-5},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/KotsiasACETB20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LechnerHAHRG20,
  author    = {Mathias Lechner and
               Ramin M. Hasani and
               Alexander Amini and
               Thomas A. Henzinger and
               Daniela Rus and
               Radu Grosu},
  title     = {Neural circuit policies enabling auditable autonomy},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {10},
  pages     = {642--652},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00237-3},
  doi       = {10.1038/s42256-020-00237-3},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LechnerHAHRG20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LeeMY20,
  author    = {Dongwook Lee and
               Won{-}Jin Moon and
               Jong Chul Ye},
  title     = {Assessing the importance of magnetic resonance contrasts using collaborative
               generative adversarial networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {1},
  pages     = {34--42},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-019-0137-x},
  doi       = {10.1038/s42256-019-0137-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LeeMY20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiLLL20,
  author    = {Jiuyong Li and
               Lin Liu and
               Thuc Duy Le and
               Jixue Liu},
  title     = {Accurate data-driven prediction does not mean high reproducibility},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {1},
  pages     = {13--15},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-019-0140-2},
  doi       = {10.1038/s42256-019-0140-2},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LiLLL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LittmannSCFHKMQ20,
  author    = {Maria Littmann and
               Katharina Selig and
               Liel Cohen{-}Lavi and
               Yotam Frank and
               Peter H{\"{o}}nigschmid and
               Evans Kataka and
               Anja M{\"{o}}sch and
               Kun Qian and
               Avihai Ron and
               Sebastian Schmid and
               Adam Sorbie and
               Liran Szlak and
               Ayana Dagan{-}Wiener and
               Nir Ben{-}Tal and
               Masha Y. Niv and
               Daniel Razansky and
               Bj{\"{o}}rn W. Schuller and
               Donna P. Ankerst and
               Tomer Hertz and
               Burkhard Rost},
  title     = {Validity of machine learning in biology and medicine increased through
               collaborations across fields of expertise},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {1},
  pages     = {18--24},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-019-0139-8},
  doi       = {10.1038/s42256-019-0139-8},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LittmannSCFHKMQ20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LotterKC20,
  author    = {William Lotter and
               Gabriel Kreiman and
               David D. Cox},
  title     = {A neural network trained for prediction mimics diverse features of
               biological neurons and perception},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {4},
  pages     = {210--219},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0170-9},
  doi       = {10.1038/s42256-020-0170-9},
  timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/LotterKC20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LudwigNDKFHPVMA20,
  author    = {Marcus Ludwig and
               Louis{-}F{\'{e}}lix Nothias and
               Kai D{\"{u}}hrkop and
               Irina Koester and
               Markus Fleischauer and
               Martin A. Hoffmann and
               Daniel Petras and
               Fernando Vargas and
               Mustafa Morsy and
               Lihini Aluwihare and
               Pieter C. Dorrestein and
               Sebastian B{\"{o}}cker},
  title     = {Database-independent molecular formula annotation using Gibbs sampling
               through {ZODIAC}},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {10},
  pages     = {629--641},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00234-6},
  doi       = {10.1038/s42256-020-00234-6},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LudwigNDKFHPVMA20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LudwigNDKFHPVMA20a,
  author    = {Marcus Ludwig and
               Louis{-}F{\'{e}}lix Nothias and
               Kai D{\"{u}}hrkop and
               Irina Koester and
               Markus Fleischauer and
               Martin A. Hoffmann and
               Daniel Petras and
               Fernando Vargas and
               Mustafa Morsy and
               Lihini Aluwihare and
               Pieter C. Dorrestein and
               Sebastian B{\"{o}}cker},
  title     = {Publisher Correction: Database-independent molecular formula annotation
               using Gibbs sampling through {ZODIAC}},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {11},
  pages     = {727},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00259-x},
  doi       = {10.1038/s42256-020-00259-x},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LudwigNDKFHPVMA20a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Luengo-OrozPBKL20,
  author    = {Miguel A. Luengo{-}Oroz and
               Katherine Hoffmann Pham and
               Joseph Bullock and
               Robert Kirkpatrick and
               Alexandra Luccioni and
               Sasha Rubel and
               Cedric Wachholz and
               Moez Chakchouk and
               Phillippa Biggs and
               Tim Nguyen and
               Tina Purnat and
               Bernardo Mariano},
  title     = {Artificial intelligence cooperation to support the global response
               to {COVID-19}},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {6},
  pages     = {295--297},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0184-3},
  doi       = {10.1038/s42256-020-0184-3},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/Luengo-OrozPBKL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LukassenTAEC20,
  author    = {Soeren Lukassen and
               Foo Wei Ten and
               Lukas Adam and
               Roland Eils and
               Christian Conrad},
  title     = {Gene set inference from single-cell sequencing data using a hybrid
               of matrix factorization and variational autoencoders},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {12},
  pages     = {800--809},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00269-9},
  doi       = {10.1038/s42256-020-00269-9},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LukassenTAEC20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LundbergECDPNKH20,
  author    = {Scott M. Lundberg and
               Gabriel G. Erion and
               Hugh Chen and
               Alex J. DeGrave and
               Jordan M. Prutkin and
               Bala Nair and
               Ronit Katz and
               Jonathan Himmelfarb and
               Nisha Bansal and
               Su{-}In Lee},
  title     = {From local explanations to global understanding with explainable {AI}
               for trees},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {1},
  pages     = {56--67},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-019-0138-9},
  doi       = {10.1038/s42256-019-0138-9},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LundbergECDPNKH20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LuoPM20,
  author    = {Yunan Luo and
               Jian Peng and
               Jianzhu Ma},
  title     = {When causal inference meets deep learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {8},
  pages     = {426--427},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0218-x},
  doi       = {10.1038/s42256-020-0218-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LuoPM20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LuoWWTLLL20,
  author    = {Ruibang Luo and
               Chak{-}Lim Wong and
               Yat{-}Sing Wong and
               Chi Ian Tang and
               Chi{-}Man Liu and
               Chi{-}Ming Leung and
               Tak Wah Lam},
  title     = {Exploring the limit of using a deep neural network on pileup data
               for germline variant calling},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {4},
  pages     = {220--227},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0167-4},
  doi       = {10.1038/s42256-020-0167-4},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LuoWWTLLL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ManneschiV20,
  author    = {Luca Manneschi and
               Eleni Vasilaki},
  title     = {An alternative to backpropagation through time},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {3},
  pages     = {155--156},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0162-9},
  doi       = {10.1038/s42256-020-0162-9},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ManneschiV20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MaoDXG20,
  author    = {Wenzhi Mao and
               Wenze Ding and
               Yaoguang Xing and
               Haipeng Gong},
  title     = {AmoebaContact and GDFold as a pipeline for rapid de novo protein structure
               prediction},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {1},
  pages     = {25--33},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-019-0130-4},
  doi       = {10.1038/s42256-019-0130-4},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/MaoDXG20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MartinSNSAOV20,
  author    = {James W. Martin and
               Bruno Scaglioni and
               Joseph C. Norton and
               Venkataraman Subramanian and
               Alberto Arezzo and
               Keith L. Obstein and
               Pietro Valdastri},
  title     = {Enabling the future of colonoscopy with intelligent and autonomous
               magnetic manipulation},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {10},
  pages     = {595--606},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00231-9},
  doi       = {10.1038/s42256-020-00231-9},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MartinSNSAOV20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MateenLDHV20,
  author    = {Bilal A. Mateen and
               James Liley and
               Alastair K. Denniston and
               Chris C. Holmes and
               Sebastian J. Vollmer},
  title     = {Improving the quality of machine learning in health applications and
               clinical research},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {10},
  pages     = {554--556},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00239-1},
  doi       = {10.1038/s42256-020-00239-1},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MateenLDHV20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/McLennanFCMHRHB20,
  author    = {Stuart McLennan and
               Amelia Fiske and
               Leo Anthony Celi and
               Ruth M{\"{u}}ller and
               Jan Harder and
               Konstantin Ritt and
               Sami Haddadin and
               Alena Buyx},
  title     = {An embedded ethics approach for {AI} development},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {9},
  pages     = {488--490},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0214-1},
  doi       = {10.1038/s42256-020-0214-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/McLennanFCMHRHB20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MerchantP20,
  author    = {Hugo Merchant and
               Oswaldo P{\'{e}}rez},
  title     = {Estimating time with neural networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {9},
  pages     = {492--493},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00229-3},
  doi       = {10.1038/s42256-020-00229-3},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MerchantP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MerrerT20,
  author    = {Erwan Le Merrer and
               Gilles Tr{\'{e}}dan},
  title     = {Remote explainability faces the bouncer problem},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {9},
  pages     = {529--539},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0216-z},
  doi       = {10.1038/s42256-020-0216-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MerrerT20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Milford20,
  author    = {Michael Milford},
  title     = {C. Elegans inspires self-driving cars},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {11},
  pages     = {661--662},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00245-3},
  doi       = {10.1038/s42256-020-00245-3},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Milford20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MillsRT20,
  author    = {Kyle Mills and
               Pooya Ronagh and
               Isaac Tamblyn},
  title     = {Finding the ground state of spin Hamiltonians with reinforcement learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {9},
  pages     = {509--517},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0226-x},
  doi       = {10.1038/s42256-020-0226-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MillsRT20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MiriyevK20,
  author    = {Aslan Miriyev and
               Mirko Kovac},
  title     = {Skills for physical artificial intelligence},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {11},
  pages     = {658--660},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00258-y},
  doi       = {10.1038/s42256-020-00258-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MiriyevK20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Mohamed20,
  author    = {Shakir Mohamed},
  title     = {Domesticating the techno-racial project},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {9},
  pages     = {491},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00228-4},
  doi       = {10.1038/s42256-020-00228-4},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Mohamed20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MohapatraYG20,
  author    = {Somesh Mohapatra and
               Tzuhsiung Yang and
               Rafael G{\'{o}}mez{-}Bombarelli},
  title     = {Reusability report: Designing organic photoelectronic molecules with
               descriptor conditional recurrent neural networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {12},
  pages     = {749--752},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00268-w},
  doi       = {10.1038/s42256-020-00268-w},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MohapatraYG20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MoretFGMS20,
  author    = {Michael Moret and
               Lukas Friedrich and
               Francesca Grisoni and
               Daniel Merk and
               Gisbert Schneider},
  title     = {Generative molecular design in low data regimes},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {3},
  pages     = {171--180},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0160-y},
  doi       = {10.1038/s42256-020-0160-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MoretFGMS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MukherjeeZLSBNG20,
  author    = {Pritam Mukherjee and
               Mu Zhou and
               Edward Lee and
               Anne Schicht and
               Yoganand Balagurunathan and
               Sandy Napel and
               Robert J. Gillies and
               Simon Wong and
               Alexander Thieme and
               Ann Leung and
               Olivier Gevaert},
  title     = {A shallow convolutional neural network predicts prognosis of lung
               cancer patients in multi-institutional computed tomography image datasets},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {5},
  pages     = {274--282},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0173-6},
  doi       = {10.1038/s42256-020-0173-6},
  timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/MukherjeeZLSBNG20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/NgZYCS20,
  author    = {Man{-}Fai Ng and
               Jin Zhao and
               Qingyu Yan and
               Gareth John Conduit and
               Zhi Wei Seh},
  title     = {Predicting the state of charge and health of batteries using data-driven
               machine learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {3},
  pages     = {161--170},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0156-7},
  doi       = {10.1038/s42256-020-0156-7},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/NgZYCS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Nowaczyk-Basinska20,
  author    = {Katarzyna Nowaczyk{-}Basinska and
               Stephen Cave},
  title     = {Let's talk about digital death},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {12},
  pages     = {730},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00274-y},
  doi       = {10.1038/s42256-020-00274-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Nowaczyk-Basinska20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/NunesCNP20,
  author    = {Jos{\'{e}} Anchieta C. C. Nunes and
               Igor C. S. Cruz and
               Andr{\'{e}} Nunes and
               Hudson Pinheiro},
  title     = {Speeding up coral reef conservation with AI-aided automated image
               analysis},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {6},
  pages     = {292},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0192-3},
  doi       = {10.1038/s42256-020-0192-3},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/NunesCNP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PangZCTYL20,
  author    = {Bo Pang and
               Kaiwen Zha and
               Hanwen Cao and
               Jiajun Tang and
               Minghui Yu and
               Cewu Lu},
  title     = {Complex sequential understanding through the awareness of spatial
               and temporal concepts},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {5},
  pages     = {245--253},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0168-3},
  doi       = {10.1038/s42256-020-0168-3},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/PangZCTYL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Peiffer-SmadjaM20,
  author    = {Nathan Peiffer{-}Smadja and
               Redwan Maatoug and
               Fran{\c{c}}ois{-}Xavier Lescure and
               Eric D'ortenzio and
               Joelle Pineau and
               Jean{-}R{\'{e}}mi King},
  title     = {Machine Learning for {COVID-19} needs global collaboration and data-sharing},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {6},
  pages     = {293--294},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0181-6},
  doi       = {10.1038/s42256-020-0181-6},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Peiffer-SmadjaM20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PekMKA20,
  author    = {Christian Pek and
               Stefanie Manzinger and
               Markus Koschi and
               Matthias Althoff},
  title     = {Using online verification to prevent autonomous vehicles from causing
               accidents},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {9},
  pages     = {518--528},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0225-y},
  doi       = {10.1038/s42256-020-0225-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/PekMKA20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PianykhGPZPBR20,
  author    = {Oleg S. Pianykh and
               Steven Guitron and
               Darren Parke and
               Chengzhao Zhang and
               Pari Pandharipande and
               James Brink and
               Daniel Rosenthal},
  title     = {Improving healthcare operations management with machine learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {5},
  pages     = {266--273},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0176-3},
  doi       = {10.1038/s42256-020-0176-3},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/PianykhGPZPBR20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PorcielloIIEH20,
  author    = {Jaron Porciello and
               Maryia Ivanina and
               Maidul Islam and
               Stefan Einarson and
               Haym Hirsh},
  title     = {Accelerating evidence-informed decision-making for the Sustainable
               Development Goals using machine learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {10},
  pages     = {559--565},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00235-5},
  doi       = {10.1038/s42256-020-00235-5},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/PorcielloIIEH20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PoulsenFS20,
  author    = {Adam Poulsen and
               Eduard Fosch{-}Villaronga and
               Roger Andre S{\o}raa},
  title     = {Queering machines},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {3},
  pages     = {152},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0157-6},
  doi       = {10.1038/s42256-020-0157-6},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/PoulsenFS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ProsperiGSKMHRW20,
  author    = {Mattia C. F. Prosperi and
               Yi Guo and
               Matthew Sperrin and
               James S. Koopman and
               Jae S. Min and
               Xing He and
               Shannan N. Rich and
               Mo Wang and
               Iain E. Buchan and
               Jiang Bian},
  title     = {Causal inference and counterfactual prediction in machine learning
               for actionable healthcare},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {7},
  pages     = {369--375},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0197-y},
  doi       = {10.1038/s42256-020-0197-y},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ProsperiGSKMHRW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RahmaniLKBTPM20,
  author    = {Babak Rahmani and
               Damien Loterie and
               Eirini Kakkava and
               Navid Borhani and
               Ugur Tegin and
               Demetri Psaltis and
               Christophe Moser},
  title     = {Actor neural networks for the robust control of partially measured
               nonlinear systems showcased for image propagation through diffuse
               media},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {7},
  pages     = {403--410},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0199-9},
  doi       = {10.1038/s42256-020-0199-9},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/RahmaniLKBTPM20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Reina20,
  author    = {Andreagiovanni Reina},
  title     = {Robot teams stay safe with blockchains},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {5},
  pages     = {240--241},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0178-1},
  doi       = {10.1038/s42256-020-0178-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Reina20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RichRJFWSDOBLPT20,
  author    = {Alexander S. Rich and
               Cynthia Rudin and
               David M. P. Jacoby and
               Robin Freeman and
               Oliver R. Wearn and
               Henry Shevlin and
               Kanta Dihal and
               Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
               James Butcher and
               Marco Lippi and
               Przemyslaw Palka and
               Paolo Torroni and
               Shannon Wongvibulsin and
               Edmon Begoli and
               Gisbert Schneider and
               Stephen Cave and
               Mona Sloane and
               Emmanuel Moss and
               Iyad Rahwan and
               Ken Goldberg and
               David Howard and
               Luciano Floridi and
               Jack Stilgoe},
  title     = {{AI} reflections in 2019},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {1},
  pages     = {2--9},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-019-0141-1},
  doi       = {10.1038/s42256-019-0141-1},
  timestamp = {Thu, 13 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/RichRJFWSDOBLPT20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RisiT20,
  author    = {Sebastian Risi and
               Julian Togelius},
  title     = {Increasing generality in machine learning through procedural content
               generation},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {8},
  pages     = {428--436},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0208-z},
  doi       = {10.1038/s42256-020-0208-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/RisiT20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RizkinSFH20,
  author    = {Benjamin A. Rizkin and
               Albert S. Shkolnik and
               Neil J. Ferraro and
               Ryan L. Hartman},
  title     = {Combining automated microfluidic experimentation with machine learning
               for efficient polymerization design},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {4},
  pages     = {200--209},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0166-5},
  doi       = {10.1038/s42256-020-0166-5},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/RizkinSFH20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RoadsL20,
  author    = {Brett D. Roads and
               Bradley C. Love},
  title     = {Learning as the unsupervised alignment of conceptual systems},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {1},
  pages     = {76--82},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-019-0132-2},
  doi       = {10.1038/s42256-019-0132-2},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/RoadsL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SadowskiA20,
  author    = {Jathan Sadowski and
               Mark Andrejevic},
  title     = {More than a few bad apps},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {11},
  pages     = {655--657},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00246-2},
  doi       = {10.1038/s42256-020-00246-2},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SadowskiA20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Samek20,
  author    = {Wojciech Samek},
  title     = {Learning with explainable trees},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {1},
  pages     = {16--17},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-019-0142-0},
  doi       = {10.1038/s42256-019-0142-0},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Samek20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SchedlKB20,
  author    = {David C. Schedl and
               Indrajit Kurmi and
               Oliver Bimber},
  title     = {Search and rescue with airborne optical sectioning},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {12},
  pages     = {783--790},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00261-3},
  doi       = {10.1038/s42256-020-00261-3},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SchedlKB20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SchramowskiSTBH20,
  author    = {Patrick Schramowski and
               Wolfgang Stammer and
               Stefano Teso and
               Anna Brugger and
               Franziska Herbert and
               Xiaoting Shao and
               Hans{-}Georg Luigs and
               Anne{-}Katrin Mahlein and
               Kristian Kersting},
  title     = {Making deep neural networks right for the right scientific reasons
               by interacting with their explanations},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {8},
  pages     = {476--486},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0212-3},
  doi       = {10.1038/s42256-020-0212-3},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SchramowskiSTBH20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SelsDMDD20,
  author    = {Dries Sels and
               Hesam Dashti and
               Samia Mora and
               Olga Demler and
               Eugene Demler},
  title     = {Quantum approximate Bayesian computation for {NMR} model inference},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {7},
  pages     = {396--402},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0198-x},
  doi       = {10.1038/s42256-020-0198-x},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SelsDMDD20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SinibaldiGYLKCP20,
  author    = {Edoardo Sinibaldi and
               Chris Gastmans and
               Miguel Y{\'{a}}{\~{n}}ez and
               Richard M. Lerner and
               L{\'{a}}szl{\'{o}} Kov{\'{a}}cs and
               Carlo Casalone and
               Renzo Pegoraro and
               Vincenzo Paglia},
  title     = {Contributions from the Catholic Church to ethical reflections in the
               digital era},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {5},
  pages     = {242--244},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0175-4},
  doi       = {10.1038/s42256-020-0175-4},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SinibaldiGYLKCP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Spatola20,
  author    = {Nicolas Spatola},
  title     = {The citizen at the centre of ethics},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {2},
  pages     = {85},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0150-0},
  doi       = {10.1038/s42256-020-0150-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Spatola20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/StoyanovichBW20,
  author    = {Julia Stoyanovich and
               Jay J. Van Bavel and
               Tessa V. West},
  title     = {The imperative of interpretable machines},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {4},
  pages     = {197--199},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0171-8},
  doi       = {10.1038/s42256-020-0171-8},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/StoyanovichBW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SuzukiW20,
  author    = {Hiroyuki Suzuki and
               Robert J. Wood},
  title     = {Origami-inspired miniature manipulator for teleoperated microsurgery},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {8},
  pages     = {437--446},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0203-4},
  doi       = {10.1038/s42256-020-0203-4},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SuzukiW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Sweeney20,
  author    = {Yann Sweeney},
  title     = {Tracking the debate on {COVID-19} surveillance tools},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {6},
  pages     = {301--304},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0194-1},
  doi       = {10.1038/s42256-020-0194-1},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Sweeney20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TanTHYGMGWH20,
  author    = {Fei Tan and
               Tian Tian and
               Xiurui Hou and
               Xiang Yu and
               Lei Gu and
               Fernanda Mafra and
               Brian D. Gregory and
               Zhi Wei and
               Hakon Hakonarson},
  title     = {Elucidation of {DNA} methylation on N6-adenine with deep learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {8},
  pages     = {466--475},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0211-4},
  doi       = {10.1038/s42256-020-0211-4},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/TanTHYGMGWH20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TannebergRP20,
  author    = {Daniel Tanneberg and
               Elmar Rueckert and
               Jan Peters},
  title     = {Evolutionary training and abstraction yields algorithmic generalization
               of neural computers},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {12},
  pages     = {753--763},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00255-1},
  doi       = {10.1038/s42256-020-00255-1},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/TannebergRP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TasakiGMW20,
  author    = {Shinya Tasaki and
               Chris Gaiteri and
               Sara Mostafavi and
               Yanling Wang},
  title     = {Deep learning decodes the principles of differential gene expression},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {7},
  pages     = {376--386},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0201-6},
  doi       = {10.1038/s42256-020-0201-6},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/TasakiGMW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TheodorouD20,
  author    = {Andreas Theodorou and
               Virginia Dignum},
  title     = {Towards ethical and socio-legal governance in {AI}},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {1},
  pages     = {10--12},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-019-0136-y},
  doi       = {10.1038/s42256-019-0136-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/TheodorouD20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TolkachDTK20,
  author    = {Yuri Tolkach and
               Tilmann Dohmg{\"{o}}rgen and
               Marieta Toma and
               Glen Kristiansen},
  title     = {High-accuracy prostate cancer pathology using deep learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {7},
  pages     = {411--418},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0200-7},
  doi       = {10.1038/s42256-020-0200-7},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/TolkachDTK20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TranQXCSL20,
  author    = {Ngoc Hieu Tran and
               Rui Qiao and
               Lei Xin and
               Xin Chen and
               Baozhen Shan and
               Ming Li},
  title     = {Personalized deep learning of individual immunopeptidomes to identify
               neoantigens for cancer vaccines},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {12},
  pages     = {764--771},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00260-4},
  doi       = {10.1038/s42256-020-00260-4},
  timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/TranQXCSL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TzachorWSh20,
  author    = {Asaf Tzachor and
               Jess Whittlestone and
               Lalitha Sundaram and
               Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
  title     = {Artificial intelligence in a crisis needs ethics with urgency},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {7},
  pages     = {365--366},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0195-0},
  doi       = {10.1038/s42256-020-0195-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/TzachorWSh20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/VishnevskiyWK20,
  author    = {Valery Vishnevskiy and
               Jonas Walheim and
               Sebastian Kozerke},
  title     = {Deep variational network for rapid 4D flow {MRI} reconstruction},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {4},
  pages     = {228--235},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0165-6},
  doi       = {10.1038/s42256-020-0165-6},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/VishnevskiyWK20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WanJ20,
  author    = {Cen Wan and
               David T. Jones},
  title     = {Protein function prediction is improved by creating synthetic feature
               samples with generative adversarial networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {9},
  pages     = {540--550},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0222-1},
  doi       = {10.1038/s42256-020-0222-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/WanJ20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangCW20,
  author    = {Menglun Wang and
               Zixuan Cang and
               Guo{-}Wei Wei},
  title     = {A topology-based network tree for the prediction of protein-protein
               binding affinity changes following mutation},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {2},
  pages     = {116--123},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0149-6},
  doi       = {10.1038/s42256-020-0149-6},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/WangCW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangFA20,
  author    = {Sheng Wang and
               Emily R. Flynn and
               Russ B. Altman},
  title     = {Gaussian embedding for large-scale gene set analysis},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {7},
  pages     = {387--395},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0193-2},
  doi       = {10.1038/s42256-020-0193-2},
  timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/WangFA20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangJJWWDFHMFD20,
  author    = {Yong Wang and
               Mengqi Ji and
               Shengwei Jiang and
               Xukang Wang and
               Jiamin Wu and
               Feng Duan and
               Jingtao Fan and
               Laiqiang Huang and
               Shaohua Ma and
               Lu Fang and
               Qionghai Dai},
  title     = {Augmenting vascular disease diagnosis by vasculature-aware unsupervised
               learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {6},
  pages     = {337--346},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0188-z},
  doi       = {10.1038/s42256-020-0188-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/WangJJWWDFHMFD20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangNYXZZZC20,
  author    = {Lifei Wang and
               Rui Nie and
               Zeyang Yu and
               Ruyue Xin and
               Caihong Zheng and
               Zhang Zhang and
               Jiang Zhang and
               Jun Cai},
  title     = {An interpretable deep-learning architecture of capsule networks for
               identifying cell-type gene expression programs from single-cell RNA-sequencing
               data},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {11},
  pages     = {693--703},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00244-4},
  doi       = {10.1038/s42256-020-00244-4},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/WangNYXZZZC20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangYM20,
  author    = {Ge Wang and
               Jong Chul Ye and
               Bruno De Man},
  title     = {Deep learning for tomographic image reconstruction},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {12},
  pages     = {737--748},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00273-z},
  doi       = {10.1038/s42256-020-00273-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/WangYM20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WozniakPBE20,
  author    = {Stanislaw Wozniak and
               Angeliki Pantazi and
               Thomas Bohnstingl and
               Evangelos Eleftheriou},
  title     = {Deep learning incorporating biologically inspired neural dynamics
               and in-memory computing},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {6},
  pages     = {325--336},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0187-0},
  doi       = {10.1038/s42256-020-0187-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/WozniakPBE20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WuLZCZYLLCLCWZZ20,
  author    = {Fei Wu and
               Cewu Lu and
               Mingjie Zhu and
               Hao Chen and
               Jun Zhu and
               Kai Yu and
               Lei Li and
               Ming Li and
               Qianfeng Chen and
               Xi Li and
               Xudong Cao and
               Zhongyuan Wang and
               Zhengjun Zha and
               Yueting Zhuang and
               Yunhe Pan},
  title     = {Towards a new generation of artificial intelligence in China},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {6},
  pages     = {312--316},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0183-4},
  doi       = {10.1038/s42256-020-0183-4},
  timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/WuLZCZYLLCLCWZZ20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20,
  title     = {Let's go 2020},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {1},
  pages     = {1},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0144-y},
  doi       = {10.1038/s42256-020-0144-y},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20a,
  title     = {The only game in town},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {2},
  pages     = {83},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0158-5},
  doi       = {10.1038/s42256-020-0158-5},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X20a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20b,
  title     = {Into the latent space},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {3},
  pages     = {151},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0164-7},
  doi       = {10.1038/s42256-020-0164-7},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X20b.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20c,
  title     = {Pandemic data challenges},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {4},
  pages     = {193},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0172-7},
  doi       = {10.1038/s42256-020-0172-7},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X20c.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20d,
  title     = {A match for virtual conferences},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {5},
  pages     = {239},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0182-5},
  doi       = {10.1038/s42256-020-0182-5},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X20d.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20e,
  title     = {Publisher Correction: Pandemic data challenges},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {5},
  pages     = {289},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0179-0},
  doi       = {10.1038/s42256-020-0179-0},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X20e.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20f,
  title     = {Finding a role for {AI} in the pandemic},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {6},
  pages     = {291},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0196-z},
  doi       = {10.1038/s42256-020-0196-z},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X20f.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20g,
  title     = {Technology can't fix this},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {7},
  pages     = {363},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0210-5},
  doi       = {10.1038/s42256-020-0210-5},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X20g.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20h,
  title     = {Next chapter in artificial writing},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {8},
  pages     = {419},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0223-0},
  doi       = {10.1038/s42256-020-0223-0},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X20h.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20i,
  title     = {Algorithms to live by},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {9},
  pages     = {487},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00230-w},
  doi       = {10.1038/s42256-020-00230-w},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X20i.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20j,
  title     = {Call to action for robotics},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {10},
  pages     = {553},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00241-7},
  doi       = {10.1038/s42256-020-00241-7},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X20j.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20k,
  title     = {Materializing artificial intelligence},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {11},
  pages     = {653},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00262-2},
  doi       = {10.1038/s42256-020-00262-2},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X20k.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X20l,
  title     = {Research, reuse, repeat},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {12},
  pages     = {729},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00277-9},
  doi       = {10.1038/s42256-020-00277-9},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X20l.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YanWXSCHDC20,
  author    = {Qi Yan and
               Daniel E. Weeks and
               Hongyi Xin and
               Anand Swaroop and
               Emily Y. Chew and
               Heng Huang and
               Ying Ding and
               Wei Chen},
  title     = {Deep-learning-based prediction of late age-related macular degeneration
               progression},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {2},
  pages     = {141--150},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0154-9},
  doi       = {10.1038/s42256-020-0154-9},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/YanWXSCHDC20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YanZGXWGSTJZHXC20,
  author    = {Li Yan and
               Hai{-}Tao Zhang and
               Jorge M. Gon{\c{c}}alves and
               Yang Xiao and
               Maolin Wang and
               Yuqi Guo and
               Chuan Sun and
               Xiuchuan Tang and
               Liang Jing and
               Mingyang Zhang and
               Xiang Huang and
               Ying Xiao and
               Haosen Cao and
               Yanyan Chen and
               Tongxin Ren and
               Fang Wang and
               Yaru Xiao and
               Sufang Huang and
               Xi Tan and
               Niannian Huang and
               Bo Jiao and
               Cheng Cheng and
               Yong Zhang and
               Ailin Luo and
               Laurent Mombaerts and
               Junyang Jin and
               Zhiguo Cao and
               Shusheng Li and
               Hui Xu and
               Ye Yuan},
  title     = {An interpretable mortality prediction model for {COVID-19} patients},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {5},
  pages     = {283--288},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0180-7},
  doi       = {10.1038/s42256-020-0180-7},
  timestamp = {Wed, 23 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/YanZGXWGSTJZHXC20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZemmarLN20,
  author    = {Ajmal Zemmar and
               Andres M. Lozano and
               Bradley J. Nelson},
  title     = {The rise of robots in surgical environments during {COVID-19}},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {10},
  pages     = {566--572},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-00238-2},
  doi       = {10.1038/s42256-020-00238-2},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ZemmarLN20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZeuneBDNWASGTB20,
  author    = {Leonie Zeune and
               Yoeri E. Boink and
               Guus van Dalum and
               Afroditi Nanou and
               Sanne de Wit and
               Kiki C. Andree and
               Joost F. Swennenhuis and
               Stephan A. van Gils and
               Leon W. M. M. Terstappen and
               Christoph Brune},
  title     = {Deep learning of circulating tumour cells},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {2},
  pages     = {124--133},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0153-x},
  doi       = {10.1038/s42256-020-0153-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ZeuneBDNWASGTB20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhengLCXY20,
  author    = {Shuangjia Zheng and
               Yongjian Li and
               Sheng Chen and
               Jun Xu and
               Yuedong Yang},
  title     = {Predicting drug-protein interaction using quasi-visual question answering
               system},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {2},
  pages     = {134--140},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0152-y},
  doi       = {10.1038/s42256-020-0152-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ZhengLCXY20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhengLCXY20a,
  author    = {Shuangjia Zheng and
               Yongjian Li and
               Sheng Chen and
               Jun Xu and
               Yuedong Yang},
  title     = {Publisher Correction: Predicting drug-protein interaction using quasi-visual
               question answering system},
  journal   = {Nat. Mach. Intell.},
  volume    = {2},
  number    = {9},
  pages     = {551},
  year      = {2020},
  url       = {https://doi.org/10.1038/s42256-020-0224-z},
  doi       = {10.1038/s42256-020-0224-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ZhengLCXY20a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AgostinelliMSB19,
  author    = {Forest Agostinelli and
               Stephen McAleer and
               Alexander Shmakov and
               Pierre Baldi},
  title     = {Solving the Rubik's cube with deep reinforcement learning and search},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {8},
  pages     = {356--363},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0070-z},
  doi       = {10.1038/s42256-019-0070-z},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/AgostinelliMSB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AminMC19,
  author    = {Noorul Amin and
               Annette McGrath and
               Yi{-}Ping Phoebe Chen},
  title     = {Evaluation of deep learning in non-coding {RNA} classification},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {5},
  pages     = {246--256},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0051-2},
  doi       = {10.1038/s42256-019-0051-2},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/AminMC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AntonikMBR19,
  author    = {Piotr Antonik and
               Nicolas Marsal and
               Daniel Brunner and
               Damien Rontani},
  title     = {Human action recognition with a large-scale brain-inspired photonic
               computer},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {11},
  pages     = {530--537},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0110-8},
  doi       = {10.1038/s42256-019-0110-8},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/AntonikMBR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AstobizaTAALMP19,
  author    = {An{\'{\i}}bal Monasterio Astobiza and
               Mario Toboso and
               Manuel Aparicio and
               Txetxu Aus{\'{\i}}n and
               Daniel L{\'{o}}pez and
               Ricardo Morte and
               Jos{\'{e}} Luis Pons},
  title     = {Bringing inclusivity to robotics with {INBOTS}},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {4},
  pages     = {164},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0040-5},
  doi       = {10.1038/s42256-019-0040-5},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/AstobizaTAALMP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BegoliBK19,
  author    = {Edmon Begoli and
               Tanmoy Bhattacharya and
               Dimitri Kusnezov},
  title     = {The need for uncertainty quantification in machine-assisted medical
               decision making},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {1},
  pages     = {20--23},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-018-0004-1},
  doi       = {10.1038/s42256-018-0004-1},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BegoliBK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BelloDDBMHGWCRO19,
  author    = {Ghalib A. Bello and
               Timothy J. W. Dawes and
               Jinming Duan and
               Carlo Biffi and
               Antonio de Marvao and
               Luke S. G. E. Howard and
               J. Simon R. Gibbs and
               Martin R. Wilkins and
               Stuart A. Cook and
               Daniel Rueckert and
               Declan P. O'Regan},
  title     = {Deep-learning cardiac motion analysis for human survival prediction},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {2},
  pages     = {95--104},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0019-2},
  doi       = {10.1038/s42256-019-0019-2},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BelloDDBMHGWCRO19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BelzenBHBAGKMPP19,
  author    = {Julius Upmeier zu Belzen and
               Thore B{\"{u}}rgel and
               Stefan Holderbach and
               Felix Bubeck and
               Luk{\'{a}}s Adam and
               Catharina Gandor and
               Marita Klein and
               Jan Mathony and
               Pauline Pfuderer and
               Lukas Platz and
               Moritz Przybilla and
               Max Schwendemann and
               Daniel Heid and
               Mareike Daniela Hoffmann and
               Michael Jendrusch and
               Carolin Schmelas and
               Max Waldhauer and
               Irina Lehmann and
               Dominik Niopek and
               Roland Eils},
  title     = {Leveraging implicit knowledge in neural networks for functional dissection
               and engineering of proteins},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {5},
  pages     = {225--235},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0049-9},
  doi       = {10.1038/s42256-019-0049-9},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BelzenBHBAGKMPP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BelzenBHBAGKMPP19a,
  author    = {Julius Upmeier zu Belzen and
               Thore B{\"{u}}rgel and
               Stefan Holderbach and
               Felix Bubeck and
               Lukas Adam and
               Catharina Gandor and
               Marita Klein and
               Jan Mathony and
               Pauline Pfuderer and
               Lukas Platz and
               Moritz Przybilla and
               Max Schwendemann and
               Daniel Heid and
               Mareike Daniela Hoffmann and
               Michael Jendrusch and
               Carolin Schmelas and
               Max Waldhauer and
               Irina Lehmann and
               Dominik Niopek and
               Roland Eils},
  title     = {Publisher Correction: Leveraging implicit knowledge in neural networks
               for functional dissection and engineering of proteins},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {6},
  pages     = {290},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0063-y},
  doi       = {10.1038/s42256-019-0063-y},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BelzenBHBAGKMPP19a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Ben-DavidHMSY19,
  author    = {Shai Ben{-}David and
               Pavel Hrubes and
               Shay Moran and
               Amir Shpilka and
               Amir Yehudayoff},
  title     = {Learnability can be undecidable},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {1},
  pages     = {44--48},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-018-0002-3},
  doi       = {10.1038/s42256-018-0002-3},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Ben-DavidHMSY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Ben-DavidHMSY19a,
  author    = {Shai Ben{-}David and
               Pavel Hrubes and
               Shay Moran and
               Amir Shpilka and
               Amir Yehudayoff},
  title     = {Author Correction: Learnability can be undecidable},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {2},
  pages     = {121},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0023-6},
  doi       = {10.1038/s42256-019-0023-6},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Ben-DavidHMSY19a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BergomiFGQ19,
  author    = {Mattia G. Bergomi and
               Patrizio Frosini and
               Daniela Giorgi and
               Nicola Quercioli},
  title     = {Towards a topological-geometrical theory of group equivariant non-expansive
               operators for data analysis and machine learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {9},
  pages     = {423--433},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0087-3},
  doi       = {10.1038/s42256-019-0087-3},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BergomiFGQ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BeridzeB19,
  author    = {Irakli Beridze and
               James Butcher},
  title     = {When seeing is no longer believing},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {8},
  pages     = {332--334},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0085-5},
  doi       = {10.1038/s42256-019-0085-5},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BeridzeB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Burr19,
  author    = {Geoffrey W. Burr},
  title     = {A role for analogue memory in {AI} hardware},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {1},
  pages     = {10--11},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-018-0007-y},
  doi       = {10.1038/s42256-018-0007-y},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Burr19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ButtonMHS19,
  author    = {Alexander Button and
               Daniel Merk and
               Jan A. Hiss and
               Gisbert Schneider},
  title     = {Automated de novo molecular design by hybrid machine intelligence
               and rule-driven chemical synthesis},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {7},
  pages     = {307--315},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0067-7},
  doi       = {10.1038/s42256-019-0067-7},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ButtonMHS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BzdokNS19,
  author    = {Danilo Bzdok and
               Thomas E. Nichols and
               Stephen M. Smith},
  title     = {Towards algorithmic analytics for large-scale datasets},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {7},
  pages     = {296--306},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0069-5},
  doi       = {10.1038/s42256-019-0069-5},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/BzdokNS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CarrasquillaTMA19,
  author    = {Juan Carrasquilla and
               Giacomo Torlai and
               Roger G. Melko and
               Leandro Aolita},
  title     = {Reconstructing quantum states with generative models},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {3},
  pages     = {155--161},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0028-1},
  doi       = {10.1038/s42256-019-0028-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/CarrasquillaTMA19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CarrasquillaTMA19a,
  author    = {Juan Carrasquilla and
               Giacomo Torlai and
               Roger G. Melko and
               Leandro Aolita},
  title     = {Author Correction: Reconstructing quantum states with generative models},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {4},
  pages     = {200},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0045-0},
  doi       = {10.1038/s42256-019-0045-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/CarrasquillaTMA19a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CaveD19,
  author    = {Stephen Cave and
               Kanta Dihal},
  title     = {Hopes and fears for intelligent machines in fiction and reality},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {2},
  pages     = {74--78},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0020-9},
  doi       = {10.1038/s42256-019-0020-9},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/CaveD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CaveO19,
  author    = {Stephen Cave and
               Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh},
  title     = {Bridging near- and long-term concerns about {AI}},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {1},
  pages     = {5--6},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-018-0003-2},
  doi       = {10.1038/s42256-018-0003-2},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/CaveO19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CichyRO19,
  author    = {Radoslaw Martin Cichy and
               Gemma Roig and
               Aude Oliva},
  title     = {The Algonauts Project},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {12},
  pages     = {613},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0127-z},
  doi       = {10.1038/s42256-019-0127-z},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/CichyRO19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Costa-jussa19,
  author    = {Marta R. Costa{-}juss{\`{a}}},
  title     = {An analysis of gender bias studies in natural language processing},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {11},
  pages     = {495--496},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0105-5},
  doi       = {10.1038/s42256-019-0105-5},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Costa-jussa19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CrosbyBH19,
  author    = {Matthew Crosby and
               Benjamin Beyret and
               Marta Halina},
  title     = {The Animal-AI Olympics},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {5},
  pages     = {257},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0050-3},
  doi       = {10.1038/s42256-019-0050-3},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/CrosbyBH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Davies19,
  author    = {Mike Davies},
  title     = {Benchmarks for progress in neuromorphic computing},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {9},
  pages     = {386--388},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0097-1},
  doi       = {10.1038/s42256-019-0097-1},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Davies19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/DavoudiDR19,
  author    = {Neda Davoudi and
               Xos{\'{e}}{-}Lu{\'{\i}}s Dean{-}Ben and
               Daniel Razansky},
  title     = {Deep learning optoacoustic tomography with sparse data},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {10},
  pages     = {453--460},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0095-3},
  doi       = {10.1038/s42256-019-0095-3},
  timestamp = {Fri, 08 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/DavoudiDR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/DrnachT19,
  author    = {Luke Drnach and
               Lena H. Ting},
  title     = {Ask this robot for a helping hand},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {1},
  pages     = {8--9},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-018-0013-0},
  doi       = {10.1038/s42256-018-0013-0},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/DrnachT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FaustBOPQDD19,
  author    = {Kevin Faust and
               Sudarshan Bala and
               Randy van Ommeren and
               Alessia Portante and
               Raniah Al Qawahmed and
               Ugljesa Djuric and
               Phedias Diamandis},
  title     = {Intelligent feature engineering and ontological mapping of brain tumour
               histomorphologies by deep learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {7},
  pages     = {316--321},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0068-6},
  doi       = {10.1038/s42256-019-0068-6},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/FaustBOPQDD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Felton19,
  author    = {Samuel M. Felton},
  title     = {Origami for the everyday},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {12},
  pages     = {555--556},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0129-x},
  doi       = {10.1038/s42256-019-0129-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Felton19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Floridi19,
  author    = {Luciano Floridi},
  title     = {Establishing the rules for building trustworthy {AI}},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {6},
  pages     = {261--262},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0055-y},
  doi       = {10.1038/s42256-019-0055-y},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Floridi19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Foster19,
  author    = {Mary Ellen Foster},
  title     = {From clockwork automata to robot newsreaders},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {4},
  pages     = {170--171},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0043-2},
  doi       = {10.1038/s42256-019-0043-2},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Foster19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FrankWCR19,
  author    = {Morgan R. Frank and
               Dashun Wang and
               Manuel Cebri{\'{a}}n and
               Iyad Rahwan},
  title     = {The evolution of citation graphs in artificial intelligence research},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {2},
  pages     = {79--85},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0024-5},
  doi       = {10.1038/s42256-019-0024-5},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/FrankWCR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GerlachSA19,
  author    = {Martin Gerlach and
               Hanyu Shi and
               Lu{\'{\i}}s A. Nunes Amaral},
  title     = {A universal information theoretic approach to the identification of
               stopwords},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {12},
  pages     = {606--612},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0112-6},
  doi       = {10.1038/s42256-019-0112-6},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/GerlachSA19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Goldberg19,
  author    = {Ken Goldberg},
  title     = {Robots and the return to collaborative intelligence},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {1},
  pages     = {2--4},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-018-0008-x},
  doi       = {10.1038/s42256-018-0008-x},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Goldberg19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Guan19,
  author    = {Yuanfang Guan},
  title     = {Waking up to data challenges},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {1},
  pages     = {67},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-018-0011-2},
  doi       = {10.1038/s42256-018-0011-2},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Guan19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GuptaZ19,
  author    = {Anvita Gupta and
               James Zou},
  title     = {Feedback {GAN} for {DNA} optimizes protein functions},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {2},
  pages     = {105--111},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0017-4},
  doi       = {10.1038/s42256-019-0017-4},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/GuptaZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Hauser19,
  author    = {Helmut Hauser},
  title     = {Resilient machines through adaptive morphology},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {8},
  pages     = {338--339},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0076-6},
  doi       = {10.1038/s42256-019-0076-6},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Hauser19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Hernandez-Orallo19,
  author    = {Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo},
  title     = {Gazing into Clever Hans machines},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {4},
  pages     = {172--173},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0032-5},
  doi       = {10.1038/s42256-019-0032-5},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Hernandez-Orallo19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HillPCCRCBO19,
  author    = {Matthew Q. Hill and
               Connor J. Parde and
               Carlos Domingo Castillo and
               Y. Ivette Col{\'{o}}n and
               Rajeev Ranjan and
               Jun{-}Cheng Chen and
               Volker Blanz and
               Alice J. O'Toole},
  title     = {Deep convolutional neural networks in the face of caricature},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {11},
  pages     = {522--529},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0111-7},
  doi       = {10.1038/s42256-019-0111-7},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/HillPCCRCBO19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HowardEKMVW19,
  author    = {David Howard and
               {\'{A}}goston E. Eiben and
               Danielle Frances Kennedy and
               Jean{-}Baptiste Mouret and
               Philip Valencia and
               Dave Winkler},
  title     = {Evolving embodied intelligence from materials to machines},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {1},
  pages     = {12--19},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-018-0009-9},
  doi       = {10.1038/s42256-018-0009-9},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/HowardEKMVW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Hsu19,
  author    = {Jeremy Hsu},
  title     = {Machines on mission possible},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {3},
  pages     = {124--127},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0034-3},
  doi       = {10.1038/s42256-019-0034-3},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Hsu19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Huth19,
  author    = {Jacob Huth},
  title     = {Taking robots shopping},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {11},
  pages     = {545},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0118-0},
  doi       = {10.1038/s42256-019-0118-0},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Huth19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/IanevskiGGKSJWA19,
  author    = {Aleksandr Ianevski and
               Anil K. Giri and
               Prson Gautam and
               Alexander Kononov and
               Potdar Swapnil and
               Saarela Jani and
               Krister Wennerberg and
               Tero Aittokallio},
  title     = {Prediction of drug combination effects with a minimal set of experiments},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {12},
  pages     = {568--577},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0122-4},
  doi       = {10.1038/s42256-019-0122-4},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/IanevskiGGKSJWA19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/IhleRGHSBSPVF19,
  author    = {Stephan J. Ihle and
               Andreas M. Reichmuth and
               Sophie Girardin and
               Hana Han and
               Flurin Stauffer and
               Anne Bonnin and
               Marco Stampanoni and
               Karthik Pattisapu and
               J{\'{a}}nos V{\"{o}}r{\"{o}}s and
               Csaba Forr{\'{o}}},
  title     = {Unsupervised data to content transformation with histogram-matching
               cycle-consistent generative adversarial networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {10},
  pages     = {461--470},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0096-2},
  doi       = {10.1038/s42256-019-0096-2},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/IhleRGHSBSPVF19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/IqbalKK19,
  author    = {Asim Iqbal and
               Romesa Khan and
               Theofanis Karayannis},
  title     = {Developing a brain atlas through deep learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {6},
  pages     = {277--287},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0058-8},
  doi       = {10.1038/s42256-019-0058-8},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/IqbalKK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Ishowo-OlokoBSC19,
  author    = {Fatimah Ishowo{-}Oloko and
               Jean{-}Fran{\c{c}}ois Bonnefon and
               Zakariyah Shoroye and
               Jacob W. Crandall and
               Iyad Rahwan and
               Talal Rahwan},
  title     = {Behavioural evidence for a transparency-efficiency tradeoff in human-machine
               cooperation},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {11},
  pages     = {517--521},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0113-5},
  doi       = {10.1038/s42256-019-0113-5},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Ishowo-OlokoBSC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Jerde19,
  author    = {Trenton A. Jerde},
  title     = {Talking artificial intelligence},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {6},
  pages     = {267--268},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0060-1},
  doi       = {10.1038/s42256-019-0060-1},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Jerde19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/JobinIV19,
  author    = {Anna Jobin and
               Marcello Ienca and
               Effy Vayena},
  title     = {The global landscape of {AI} ethics guidelines},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {9},
  pages     = {389--399},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0088-2},
  doi       = {10.1038/s42256-019-0088-2},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/JobinIV19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KawamotoA19,
  author    = {Tatsuro Kawamoto and
               Takaaki Aoki},
  title     = {Democratic classification of free-format survey responses with a network-based
               framework},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {7},
  pages     = {322--327},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0071-y},
  doi       = {10.1038/s42256-019-0071-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/KawamotoA19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KawamotoA19a,
  author    = {Tatsuro Kawamoto and
               Takaaki Aoki},
  title     = {Author Correction: Democratic classification of free-format survey
               responses with a network-based framework},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {8},
  pages     = {382},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0079-3},
  doi       = {10.1038/s42256-019-0079-3},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/KawamotoA19a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KawamotoA19b,
  author    = {Tatsuro Kawamoto and
               Takaaki Aoki},
  title     = {Publisher Correction: Democratic classification of free-format survey
               responses with a network-based framework},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {8},
  pages     = {383},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0090-8},
  doi       = {10.1038/s42256-019-0090-8},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/KawamotoA19b.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Kitching19,
  author    = {Thomas D. Kitching},
  title     = {A galaxy of data challenges},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {2},
  pages     = {120},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-018-0016-x},
  doi       = {10.1038/s42256-018-0016-x},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Kitching19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Koohi-MoghadamW19,
  author    = {Mohamad Koohi{-}Moghadam and
               Haibo Wang and
               Yuchuan Wang and
               Xinming Yang and
               Hongyan Li and
               Junwen Wang and
               Hongzhe Sun},
  title     = {Predicting disease-associated mutation of metal-binding sites in proteins
               using a deep learning approach},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {12},
  pages     = {561--567},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0119-z},
  doi       = {10.1038/s42256-019-0119-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Koohi-MoghadamW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KriegNM19,
  author    = {Michael Krieg and
               Kevin Nelson and
               Kamran Mohseni},
  title     = {Distributed sensing for fluid disturbance compensation and motion
               control of intelligent robots},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {5},
  pages     = {216--224},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0044-1},
  doi       = {10.1038/s42256-019-0044-1},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/KriegNM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Kriegman19,
  author    = {Sam Kriegman},
  title     = {Why virtual creatures matter},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {10},
  pages     = {492},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0102-8},
  doi       = {10.1038/s42256-019-0102-8},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Kriegman19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Leitner19,
  author    = {J{\"{u}}rgen Leitner},
  title     = {Picking the right robotics challenge},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {3},
  pages     = {162},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0031-6},
  doi       = {10.1038/s42256-019-0031-6},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Leitner19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiCGCB19,
  author    = {Yanan Li and
               Gerolamo Carboni and
               Franck Gonzalez and
               Domenico Campolo and
               Etienne Burdet},
  title     = {Differential game theory for versatile physical human-robot interaction},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {1},
  pages     = {36--43},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-018-0010-3},
  doi       = {10.1038/s42256-018-0010-3},
  timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LiCGCB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiWRBSJYLLHGSBW19,
  author    = {Can Li and
               Zhongrui Wang and
               Mingyi Rao and
               Daniel Belkin and
               Wenhao Song and
               Hao Jiang and
               Peng Yan and
               Yunning Li and
               Peng Lin and
               Miao Hu and
               Ning Ge and
               John Paul Strachan and
               Mark Barnell and
               Qing Wu and
               R. Stanley Williams and
               J. Joshua Yang and
               Qiangfei Xia},
  title     = {Long short-term memory networks in memristor crossbar arrays},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {1},
  pages     = {49--57},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-018-0001-4},
  doi       = {10.1038/s42256-018-0001-4},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LiWRBSJYLLHGSBW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LippiCLMPST19,
  author    = {Marco Lippi and
               Giuseppe Contissa and
               Francesca Lagioia and
               Hans{-}Wolfgang Micklitz and
               Przemyslaw Palka and
               Giovanni Sartor and
               Paolo Torroni},
  title     = {Consumer protection requires artificial intelligence},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {4},
  pages     = {168--169},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0042-3},
  doi       = {10.1038/s42256-019-0042-3},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LippiCLMPST19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiuW19,
  author    = {Yuan Liu and
               Chu Wang},
  title     = {Predicting cracks in metalloproteins},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {12},
  pages     = {553--554},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0128-y},
  doi       = {10.1038/s42256-019-0128-y},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LiuW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Lu19,
  author    = {Yung{-}Hsiang Lu},
  title     = {Low-power image recognition},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {4},
  pages     = {199},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0041-4},
  doi       = {10.1038/s42256-019-0041-4},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Lu19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LudgeR19,
  author    = {Kathy L{\"{u}}dge and
               Andr{\'{e}} R{\"{o}}hm},
  title     = {Computing with a camera},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {12},
  pages     = {551--552},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0124-2},
  doi       = {10.1038/s42256-019-0124-2},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LudgeR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Luengo-Oroz19,
  author    = {Miguel A. Luengo{-}Oroz},
  title     = {Solidarity should be a core ethical principle of {AI}},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {11},
  pages     = {494},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0115-3},
  doi       = {10.1038/s42256-019-0115-3},
  timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/Luengo-Oroz19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LutnickGGMLYJTJ19,
  author    = {Brendon Lutnick and
               Brandon Ginley and
               Darshana Govind and
               Sean D. McGarry and
               Peter S. LaViolette and
               Rabi Yacoub and
               Sanjay Jain and
               John E. Tomaszewski and
               Kuang{-}Yu Jen and
               Pinaki Sarder},
  title     = {An integrated iterative annotation technique for easing neural network
               training in medical image analysis},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {2},
  pages     = {112--119},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0018-3},
  doi       = {10.1038/s42256-019-0018-3},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/LutnickGGMLYJTJ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MahmoodMKLMHDAY19,
  author    = {Musa Mahmood and
               Deogratias Mzurikwao and
               Yun{-}Soung Kim and
               Yongkuk Lee and
               Saswat Mishra and
               Robert Herbert and
               Audrey Duarte and
               Chee Siang Ang and
               Woon{-}Hong Yeo},
  title     = {Fully portable and wireless universal brain-machine interfaces enabled
               by flexible scalp electronics and deep learning algorithm},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {9},
  pages     = {412--422},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0091-7},
  doi       = {10.1038/s42256-019-0091-7},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MahmoodMKLMHDAY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MaierSSWHSFMKC19,
  author    = {Andreas K. Maier and
               Christopher Syben and
               Bernhard Stimpel and
               Tobias W{\"{u}}rfl and
               Mathis Hoffmann and
               Frank Schebesch and
               Weilin Fu and
               Leonid Mill and
               Lasse Kling and
               Silke H. Christiansen},
  title     = {Learning with known operators reduces maximum error bounds},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {8},
  pages     = {373--380},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0077-5},
  doi       = {10.1038/s42256-019-0077-5},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MaierSSWHSFMKC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MailoaKBSLVAMK19,
  author    = {Jonathan P. Mailoa and
               Mordechai Kornbluth and
               Simon L. Batzner and
               Georgy Samsonidze and
               Stephen T. Lam and
               Jonathan Vandermause and
               Chris Ablitt and
               Nicola Molinari and
               Boris Kozinsky},
  title     = {A fast neural network approach for direct covariant forces prediction
               in complex multi-element extended systems},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {10},
  pages     = {471--479},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0098-0},
  doi       = {10.1038/s42256-019-0098-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MailoaKBSLVAMK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ManD19,
  author    = {Kingson Man and
               Antonio Damasio},
  title     = {Homeostasis and soft robotics in the design of feeling machines},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {10},
  pages     = {446--452},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0103-7},
  doi       = {10.1038/s42256-019-0103-7},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ManD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ManicaMCM19,
  author    = {Matteo Manica and
               Roland Mathis and
               Joris Cadow and
               Mar{\'{\i}}a Rodr{\'{\i}}guez Mart{\'{\i}}nez},
  title     = {Context-specific interaction networks from vector representation of
               words},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {4},
  pages     = {181--190},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0036-1},
  doi       = {10.1038/s42256-019-0036-1},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ManicaMCM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MarjaninejadUCC19,
  author    = {Ali Marjaninejad and
               Dar{\'{\i}}o Urbina{-}Mel{\'{e}}ndez and
               Brian A. Cohn and
               Francisco J. Valero Cuevas},
  title     = {Autonomous functional movements in a tendon-driven limb via limited
               experience},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {3},
  pages     = {144--154},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0029-0},
  doi       = {10.1038/s42256-019-0029-0},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MarjaninejadUCC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MatekSSM19,
  author    = {Christian Matek and
               Simone Schwarz and
               Karsten Spiekermann and
               Carsten Marr},
  title     = {Human-level recognition of blast cells in acute myeloid leukaemia
               with convolutional neural networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {11},
  pages     = {538--544},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0101-9},
  doi       = {10.1038/s42256-019-0101-9},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MatekSSM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MintchevSCSP19,
  author    = {Stefano Mintchev and
               Marco Salerno and
               Alexandre Cherpillod and
               Simone Scaduto and
               Jamie Paik},
  title     = {A portable three-degrees-of-freedom force feedback origami robot for
               human-robot interactions},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {12},
  pages     = {584--593},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0125-1},
  doi       = {10.1038/s42256-019-0125-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/MintchevSCSP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Mittelstadt19,
  author    = {Brent D. Mittelstadt},
  title     = {Principles alone cannot guarantee ethical {AI}},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {11},
  pages     = {501--507},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0114-4},
  doi       = {10.1038/s42256-019-0114-4},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Mittelstadt19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/NeftciA19,
  author    = {Emre O. Neftci and
               Bruno B. Averbeck},
  title     = {Reinforcement learning in artificial and biological systems},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {3},
  pages     = {133--143},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0025-4},
  doi       = {10.1038/s42256-019-0025-4},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/NeftciA19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/NuovoM19,
  author    = {Alessandro G. Di Nuovo and
               James L. McClelland},
  title     = {Developing the knowledge of number digits in a child-like robot},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {12},
  pages     = {594--605},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0123-3},
  doi       = {10.1038/s42256-019-0123-3},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/NuovoM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/OrtenziCCLBRC19,
  author    = {Valerio Ortenzi and
               Marco Controzzi and
               Francesca Cini and
               J{\"{u}}rgen Leitner and
               Matteo Bianchi and
               M{\'{a}}ximo A. Roa and
               Peter Corke},
  title     = {Robotic manipulation and the role of the task in the metric of success},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {8},
  pages     = {340--346},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0078-4},
  doi       = {10.1038/s42256-019-0078-4},
  timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/OrtenziCCLBRC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PereiraC19,
  author    = {Gean Trindade Pereira and
               Andr{\'{e}} C. P. L. F. de Carvalho},
  title     = {Bringing robustness against adversarial attacks},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {11},
  pages     = {499--500},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0116-2},
  doi       = {10.1038/s42256-019-0116-2},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/PereiraC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ProsperiB19,
  author    = {Mattia C. F. Prosperi and
               Jiang Bian},
  title     = {Is it time to rethink institutional review boards for the era of big
               data?},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {6},
  pages     = {260},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0059-7},
  doi       = {10.1038/s42256-019-0059-7},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ProsperiB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Redfield19,
  author    = {Signe A. Redfield},
  title     = {A definition for robotics as an academic discipline},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {6},
  pages     = {263--264},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0064-x},
  doi       = {10.1038/s42256-019-0064-x},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Redfield19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RenzGSZ19,
  author    = {Jochen Renz and
               Xiaoyu Ge and
               Matthew Stephenson and
               Peng Zhang},
  title     = {{AI} meets Angry Birds},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {7},
  pages     = {328},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0072-x},
  doi       = {10.1038/s42256-019-0072-x},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/RenzGSZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RichG19,
  author    = {Alexander S. Rich and
               Todd M. Gureckis},
  title     = {Lessons for artificial intelligence from the study of natural stupidity},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {4},
  pages     = {174--180},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0038-z},
  doi       = {10.1038/s42256-019-0038-z},
  timestamp = {Thu, 13 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/RichG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Richards19,
  author    = {Blake A. Richards},
  title     = {Moving beyond reward prediction errors},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {5},
  pages     = {204--205},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0053-0},
  doi       = {10.1038/s42256-019-0053-0},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Richards19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RobuFAM19,
  author    = {Valentin Robu and
               David Flynn and
               Merlinda Andoni and
               Maizura Mokhtar},
  title     = {Consider ethical and social challenges in smart grid research},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {12},
  pages     = {548--550},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0120-6},
  doi       = {10.1038/s42256-019-0120-6},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/RobuFAM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Rousseau19,
  author    = {David Rousseau},
  title     = {Connecting the dots in high-energy physics},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {6},
  pages     = {288},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0061-0},
  doi       = {10.1038/s42256-019-0061-0},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Rousseau19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Rovatsos19,
  author    = {Michael Rovatsos},
  title     = {We may not cooperate with friendly machines},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {11},
  pages     = {497--498},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0117-1},
  doi       = {10.1038/s42256-019-0117-1},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Rovatsos19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Rudin19,
  author    = {Cynthia Rudin},
  title     = {Stop explaining black box machine learning models for high stakes
               decisions and use interpretable models instead},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {5},
  pages     = {206--215},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0048-x},
  doi       = {10.1038/s42256-019-0048-x},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Rudin19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Schneider19,
  author    = {Gisbert Schneider},
  title     = {Mind and machine in drug design},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {3},
  pages     = {128--130},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0030-7},
  doi       = {10.1038/s42256-019-0030-7},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Schneider19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Seth19,
  author    = {Anil Seth},
  title     = {Too many ghosts in the machine},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {7},
  pages     = {294--295},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0065-9},
  doi       = {10.1038/s42256-019-0065-9},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Seth19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SeveraVDVA19,
  author    = {William Severa and
               Craig M. Vineyard and
               Ryan Dellana and
               Stephen J. Verzi and
               James B. Aimone},
  title     = {Training deep neural networks for binary communication with the Whetstone
               method},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {2},
  pages     = {86--94},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-018-0015-y},
  doi       = {10.1038/s42256-018-0015-y},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SeveraVDVA19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ShanPHKKNKW19,
  author    = {Hongming Shan and
               Atul Padole and
               Fatemeh Homayounieh and
               Uwe Kruger and
               Ruhani Doda Khera and
               Chayanin Nitiwarangkul and
               Mannudeep K. Kalra and
               Ge Wang},
  title     = {Competitive performance of a modularized deep neural network compared
               to commercial algorithms for low-dose {CT} image reconstruction},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {6},
  pages     = {269--276},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0057-9},
  doi       = {10.1038/s42256-019-0057-9},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ShanPHKKNKW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ShevlinH19,
  author    = {Henry Shevlin and
               Marta Halina},
  title     = {Apply rich psychological terms in {AI} with care},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {4},
  pages     = {165--167},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0039-y},
  doi       = {10.1038/s42256-019-0039-y},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ShevlinH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SloaneM19,
  author    = {Mona Sloane and
               Emanuel Moss},
  title     = {AI's social sciences deficit},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {8},
  pages     = {330--331},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0084-6},
  doi       = {10.1038/s42256-019-0084-6},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SloaneM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/StanleyCLM19,
  author    = {Kenneth O. Stanley and
               Jeff Clune and
               Joel Lehman and
               Risto Miikkulainen},
  title     = {Designing neural networks through neuroevolution},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {1},
  pages     = {24--35},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-018-0006-z},
  doi       = {10.1038/s42256-018-0006-z},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/StanleyCLM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Stilgoe19,
  author    = {Jack Stilgoe},
  title     = {Self-driving cars will take a while to get right},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {5},
  pages     = {202--203},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0046-z},
  doi       = {10.1038/s42256-019-0046-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Stilgoe19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Stone19,
  author    = {James V. Stone},
  title     = {Climbing Mount {AI}},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {1},
  pages     = {7},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-018-0012-1},
  doi       = {10.1038/s42256-018-0012-1},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Stone19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SunderhaufDHSZC19,
  author    = {Niko S{\"{u}}nderhauf and
               Feras Dayoub and
               David Hall and
               John Skinner and
               Haoyang Zhang and
               Gustavo Carneiro and
               Peter Corke},
  title     = {A probabilistic challenge for object detection},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {9},
  pages     = {443},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0094-4},
  doi       = {10.1038/s42256-019-0094-4},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SunderhaufDHSZC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Sweeney19,
  author    = {Yann Sweeney},
  title     = {Descent into the unknown},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {3},
  pages     = {131--132},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0033-4},
  doi       = {10.1038/s42256-019-0033-4},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Sweeney19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SweeneyH19,
  author    = {Yann Sweeney and
               Jacob Huth},
  title     = {Rewiring art},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {7},
  pages     = {292--293},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0073-9},
  doi       = {10.1038/s42256-019-0073-9},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/SweeneyH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TaddeoMF19,
  author    = {Mariarosaria Taddeo and
               Tom McCutcheon and
               Luciano Floridi},
  title     = {Trusting artificial intelligence in cybersecurity is a double-edged
               sword},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {12},
  pages     = {557--560},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0109-1},
  doi       = {10.1038/s42256-019-0109-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/TaddeoMF19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TangCLLYYYZXCLX19,
  author    = {Hao Tang and
               Xuming Chen and
               Yang Liu and
               Zhipeng Lu and
               Junhua You and
               Mingzhou Yang and
               Shengyu Yao and
               Guoqi Zhao and
               Yi Xu and
               Tingfeng Chen and
               Yong Liu and
               Xiaohui Xie},
  title     = {Clinically applicable deep learning framework for organs at risk delineation
               in {CT} images},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {10},
  pages     = {480--491},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0099-z},
  doi       = {10.1038/s42256-019-0099-z},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/TangCLLYYYZXCLX19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TianWSW19,
  author    = {Tian Tian and
               Ji Wan and
               Qi Song and
               Zhi Wei},
  title     = {Clustering single-cell RNA-seq data with a model-based deep learning
               approach},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {4},
  pages     = {191--198},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0037-0},
  doi       = {10.1038/s42256-019-0037-0},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/TianWSW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/VarmaLGDKRLBSFL19,
  author    = {Maya Varma and
               Mandy Lu and
               Rachel Gardner and
               Jared Dunnmon and
               Nishith Khandwala and
               Pranav Rajpurkar and
               Jin Long and
               Christopher Beaulieu and
               Katie S. Shpanskaya and
               Li Fei{-}Fei and
               Matthew P. Lungren and
               Bhavik N. Patel},
  title     = {Automated abnormality detection in lower extremity radiographs using
               deep learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {12},
  pages     = {578--583},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0126-0},
  doi       = {10.1038/s42256-019-0126-0},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/VarmaLGDKRLBSFL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Venema19,
  author    = {Liesbeth Venema},
  title     = {Code of conduct for using {AI} in healthcare},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {6},
  pages     = {265--266},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0056-x},
  doi       = {10.1038/s42256-019-0056-x},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Venema19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Venema19a,
  author    = {Liesbeth Venema},
  title     = {Robotics on a mission},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {8},
  pages     = {381},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0081-9},
  doi       = {10.1038/s42256-019-0081-9},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Venema19a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangLLRNSQLYSGM19,
  author    = {Zhongrui Wang and
               Can Li and
               Peng Lin and
               Mingyi Rao and
               Yongyang Nie and
               Wenhao Song and
               Qinru Qiu and
               Yunning Li and
               Peng Yan and
               John Paul Strachan and
               Ning Ge and
               Nathan McDonald and
               Qing Wu and
               Miao Hu and
               Huaqiang Wu and
               R. Stanley Williams and
               Qiangfei Xia and
               J. Joshua Yang},
  title     = {In situ training of feed-forward and recurrent convolutional memristor
               networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {9},
  pages     = {434--442},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0089-1},
  doi       = {10.1038/s42256-019-0089-1},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/WangLLRNSQLYSGM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangQDMZG19,
  author    = {Tong Wang and
               Yanhua Qiao and
               Wenze Ding and
               Wenzhi Mao and
               Yaoqi Zhou and
               Haipeng Gong},
  title     = {Improved fragment sampling for ab initio protein structure prediction
               using deep neural networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {8},
  pages     = {347--355},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0075-7},
  doi       = {10.1038/s42256-019-0075-7},
  timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/natmi/WangQDMZG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WearnFJ19,
  author    = {Oliver R. Wearn and
               Robin Freeman and
               David M. P. Jacoby},
  title     = {Responsible {AI} for conservation},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {2},
  pages     = {72--73},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0022-7},
  doi       = {10.1038/s42256-019-0022-7},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/WearnFJ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Wei19,
  author    = {Guo{-}Wei Wei},
  title     = {Protein structure prediction beyond AlphaFold},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {8},
  pages     = {336--337},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0086-4},
  doi       = {10.1038/s42256-019-0086-4},
  timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Wei19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Wongvibulsin19,
  author    = {Shannon Wongvibulsin},
  title     = {Educational strategies to foster diversity and inclusion in machine
               intelligence},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {2},
  pages     = {70--71},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0021-8},
  doi       = {10.1038/s42256-019-0021-8},
  timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Wongvibulsin19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WoodsCT19,
  author    = {Walt Woods and
               Jack Chen and
               Christof Teuscher},
  title     = {Adversarial explanations for understanding image classification decisions
               and improved neural network robustness},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {11},
  pages     = {508--516},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0104-6},
  doi       = {10.1038/s42256-019-0104-6},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/WoodsCT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19,
  title     = {More than machines},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {1},
  pages     = {1},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-018-0014-z},
  doi       = {10.1038/s42256-018-0014-z},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19a,
  title     = {A web of tidings},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {2},
  pages     = {69},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0027-2},
  doi       = {10.1038/s42256-019-0027-2},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X19a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19b,
  title     = {Poised for action},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {3},
  pages     = {123},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0035-2},
  doi       = {10.1038/s42256-019-0035-2},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X19b.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19c,
  title     = {Shared, but not up for grabs},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {4},
  pages     = {163},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0047-y},
  doi       = {10.1038/s42256-019-0047-y},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X19c.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19d,
  title     = {A prize for discoveries past, present and future},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {5},
  pages     = {201},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0054-z},
  doi       = {10.1038/s42256-019-0054-z},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X19d.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19e,
  title     = {Robotics and the art of science},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {6},
  pages     = {259},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0066-8},
  doi       = {10.1038/s42256-019-0066-8},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X19e.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19f,
  title     = {Time to face decisions},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {7},
  pages     = {291},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0074-8},
  doi       = {10.1038/s42256-019-0074-8},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X19f.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19g,
  title     = {Sharing high expectations},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {8},
  pages     = {329},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0092-6},
  doi       = {10.1038/s42256-019-0092-6},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X19g.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19h,
  title     = {Return of cybernetics},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {9},
  pages     = {385},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0100-x},
  doi       = {10.1038/s42256-019-0100-x},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X19h.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19i,
  title     = {Of conferences and conversations in {AI}},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {10},
  pages     = {445},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0106-4},
  doi       = {10.1038/s42256-019-0106-4},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X19i.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19j,
  title     = {Deceiving possibilities},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {11},
  pages     = {493},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0121-5},
  doi       = {10.1038/s42256-019-0121-5},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X19j.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X19k,
  title     = {A voice for tech workers},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {12},
  pages     = {547},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0131-3},
  doi       = {10.1038/s42256-019-0131-3},
  timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/X19k.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZengCCY19,
  author    = {Guanxiong Zeng and
               Yang Chen and
               Bo Cui and
               Shan Yu},
  title     = {Continual learning of context-dependent processing in neural networks},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {8},
  pages     = {364--372},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0080-x},
  doi       = {10.1038/s42256-019-0080-x},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ZengCCY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZenilKZT19,
  author    = {Hector Zenil and
               Narsis Aftab Kiani and
               Allan A. Zea and
               Jesper Tegn{\'{e}}r},
  title     = {Causal deconvolution by algorithmic generative models},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {1},
  pages     = {58--66},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-018-0005-0},
  doi       = {10.1038/s42256-018-0005-0},
  timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ZenilKZT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhangCMXWBXSCDA19,
  author    = {Zizhao Zhang and
               Pingjun Chen and
               Mason McGough and
               Fuyong Xing and
               Chunbao Wang and
               Marilyn Bui and
               Yuanpu Xie and
               Manish Sapkota and
               Lei Cui and
               Jaspreet Singh Dhillon and
               Nazeel Ahmad and
               Farah K. Khalil and
               Shohreh I. Dickinson and
               Xiaoshuang Shi and
               Fujun Liu and
               Hai Su and
               Jinzheng Cai and
               Lin Yang},
  title     = {Pathologist-level interpretable whole-slide cancer diagnosis with
               deep learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {5},
  pages     = {236--245},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0052-1},
  doi       = {10.1038/s42256-019-0052-1},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ZhangCMXWBXSCDA19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhangCMXWBXSCDA19a,
  author    = {Zizhao Zhang and
               Pingjun Chen and
               Mason McGough and
               Fuyong Xing and
               Chunbao Wang and
               Marilyn Bui and
               Yuanpu Xie and
               Manish Sapkota and
               Lei Cui and
               Jasreman Dhillon and
               Nazeel Ahmad and
               Farah K. Khalil and
               Shohreh I. Dickinson and
               Xiaoshuang Shi and
               Fujun Liu and
               Hai Su and
               Jinzheng Cai and
               Lin Yang},
  title     = {Publisher Correction: Pathologist-level interpretable whole-slide
               cancer diagnosis with deep learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {6},
  pages     = {289},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0062-z},
  doi       = {10.1038/s42256-019-0062-z},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ZhangCMXWBXSCDA19a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhangCMXWBXSCDA19b,
  author    = {Zizhao Zhang and
               Pingjun Chen and
               Mason McGough and
               Fuyong Xing and
               Chunbao Wang and
               Marilyn Bui and
               Yuanpu Xie and
               Manish Sapkota and
               Lei Cui and
               Jasreman Dhillon and
               Nazeel Ahmad and
               Farah K. Khalil and
               Shohreh I. Dickinson and
               Xiaoshuang Shi and
               Fujun Liu and
               Hai Su and
               Jinzheng Cai and
               Lin Yang},
  title     = {Publisher Correction: Pathologist-level interpretable whole-slide
               cancer diagnosis with deep learning},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {8},
  pages     = {384},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0082-8},
  doi       = {10.1038/s42256-019-0082-8},
  timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ZhangCMXWBXSCDA19b.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhuangSMAFDAPGC19,
  author    = {Katie Z. Zhuang and
               Nicolas Sommer and
               Vincent Mendez and
               Saurav Aryan and
               Emanuele Formento and
               Edoardo D'Anna and
               Fiorenzo Artoni and
               Francesco M. Petrini and
               Giuseppe Granata and
               Giovanni Cannaviello and
               Wassim Raffoul and
               Aude Billard and
               Silvestro Micera},
  title     = {Shared human-robot proportional control of a dexterous myoelectric
               prosthesis},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {9},
  pages     = {400--411},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0093-5},
  doi       = {10.1038/s42256-019-0093-5},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/ZhuangSMAFDAPGC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Zliobaite19,
  author    = {Indre Zliobaite},
  title     = {{AI} minds need to think about energy constraints},
  journal   = {Nat. Mach. Intell.},
  volume    = {1},
  number    = {8},
  pages     = {335},
  year      = {2019},
  url       = {https://doi.org/10.1038/s42256-019-0083-7},
  doi       = {10.1038/s42256-019-0083-7},
  timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/natmi/Zliobaite19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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