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ORCIDBibTeX records: Colin Jacobs
@article{DBLP:journals/corr/abs-2401-02192,
author = {Ecem Sogancioglu and
Bram van Ginneken and
Finn Behrendt and
Marcel Bengs and
Alexander Schlaefer and
Miron Radu and
Di Xu and
Ke Sheng and
Fabien Scalzo and
Eric Marcus and
Samuele Papa and
Jonas Teuwen and
Ernst Th. Scholten and
Steven Schalekamp and
Nils Hendrix and
Colin Jacobs and
Ward Hendrix and
Clara I. S{\'{a}}nchez and
Keelin Murphy},
title = {Nodule detection and generation on chest X-rays: {NODE21} Challenge},
journal = {CoRR},
volume = {abs/2401.02192},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.02192},
doi = {10.48550/ARXIV.2401.02192},
eprinttype = {arXiv},
eprint = {2401.02192},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-02192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/BilicCLVBKSJMCL23,
author = {Patrick Bilic and
Patrick Ferdinand Christ and
Hongwei Li and
Eugene Vorontsov and
Avi Ben{-}Cohen and
Georgios Kaissis and
Adi Szeskin and
Colin Jacobs and
Gabriel Efrain Humpire Mamani and
Gabriel Chartrand and
Fabian Loh{\"{o}}fer and
Julian Walter Holch and
Wieland H. Sommer and
Felix Hofmann and
Alexandre Hostettler and
Naama Lev{-}Cohain and
Michal Drozdzal and
Michal Marianne Amitai and
Refael Vivanti and
Jacob Sosna and
Ivan Ezhov and
Anjany Sekuboyina and
Fernando Navarro and
Florian Kofler and
Johannes C. Paetzold and
Suprosanna Shit and
Xiaobin Hu and
Jana Lipkov{\'{a}} and
Markus Rempfler and
Marie Piraud and
Jan Kirschke and
Benedikt Wiestler and
Zhiheng Zhang and
Christian H{\"{u}}lsemeyer and
Marcel Beetz and
Florian Ettlinger and
Michela Antonelli and
Woong Bae and
Miriam Bellver and
Lei Bi and
Hao Chen and
Grzegorz Chlebus and
Erik B. Dam and
Qi Dou and
Chi{-}Wing Fu and
Bogdan Georgescu and
Xavier Gir{\'{o}}{-}i{-}Nieto and
Felix Gr{\"{u}}n and
Xu Han and
Pheng{-}Ann Heng and
J{\"{u}}rgen Hesser and
Jan Hendrik Moltz and
Christian Igel and
Fabian Isensee and
Paul J{\"{a}}ger and
Fucang Jia and
Krishna Chaitanya Kaluva and
Mahendra Khened and
Ildoo Kim and
Jae{-}Hun Kim and
Sungwoong Kim and
Simon Kohl and
Tomasz K. Konopczynski and
Avinash Kori and
Ganapathy Krishnamurthi and
Fan Li and
Hongchao Li and
Junbo Li and
Xiaomeng Li and
John S. Lowengrub and
Jun Ma and
Klaus H. Maier{-}Hein and
Kevis{-}Kokitsi Maninis and
Hans Meine and
Dorit Merhof and
Akshay Pai and
Mathias Perslev and
Jens Petersen and
Jordi Pont{-}Tuset and
Jin Qi and
Xiaojuan Qi and
Oliver Rippel and
Karsten Roth and
Ignacio Sarasua and
Andrea Schenk and
Zengming Shen and
Jordi Torres and
Christian Wachinger and
Chunliang Wang and
Leon Weninger and
Jianrong Wu and
Daguang Xu and
Xiaoping Yang and
Simon Chun{-}Ho Yu and
Yading Yuan and
Miao Yue and
Liping Zhang and
Manuel Jorge Cardoso and
Spyridon Bakas and
Rickmer Braren and
Volker Heinemann and
Christopher Pal and
An Tang and
Samuel Kadoury and
Luc Soler and
Bram van Ginneken and
Hayit Greenspan and
Leo Joskowicz and
Bjoern H. Menze},
title = {The Liver Tumor Segmentation Benchmark (LiTS)},
journal = {Medical Image Anal.},
volume = {84},
pages = {102680},
year = {2023},
url = {https://doi.org/10.1016/j.media.2022.102680},
doi = {10.1016/J.MEDIA.2022.102680},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/BilicCLVBKSJMCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/XieJCG23,
author = {Weiyi Xie and
Colin Jacobs and
Jean{-}Paul Charbonnier and
Bram van Ginneken},
title = {Dense regression activation maps for lesion segmentation in {CT} scans
of {COVID-19} patients},
journal = {Medical Image Anal.},
volume = {86},
pages = {102771},
year = {2023},
url = {https://doi.org/10.1016/j.media.2023.102771},
doi = {10.1016/J.MEDIA.2023.102771},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/XieJCG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/BosmaPASSJH23,
author = {Joeran Bosma and
Dre Peeters and
Nat{\'{a}}lia Alves and
Anindo Saha and
Zaigham Saghir and
Colin Jacobs and
Henkjan Huisman},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Reproducibility of Training Deep Learning Models for Medical Image
Analysis},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1269--1287},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/bosma24a.html},
timestamp = {Tue, 20 Feb 2024 17:19:52 +0100},
biburl = {https://dblp.org/rec/conf/midl/BosmaPASSJH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-02576,
author = {Weiyi Xie and
Colin Jacobs and
Jean{-}Paul Charbonnier and
Dirk Jan Slebos and
Bram van Ginneken},
title = {Emphysema Subtyping on Thoracic Computed Tomography Scans using Deep
Neural Networks},
journal = {CoRR},
volume = {abs/2309.02576},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.02576},
doi = {10.48550/ARXIV.2309.02576},
eprinttype = {arXiv},
eprint = {2309.02576},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-02576.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-03383,
author = {Gabriel Efrain Humpire Mamani and
Nikolas Lessmann and
Ernst Th. Scholten and
Mathias Prokop and
Colin Jacobs and
Bram van Ginneken},
title = {Kidney abnormality segmentation in thorax-abdomen {CT} scans},
journal = {CoRR},
volume = {abs/2309.03383},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.03383},
doi = {10.48550/ARXIV.2309.03383},
eprinttype = {arXiv},
eprint = {2309.03383},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-03383.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-05032,
author = {Gabriel Efrain Humpire Mamani and
Colin Jacobs and
Mathias Prokop and
Bram van Ginneken and
Nikolas Lessmann},
title = {Transfer learning from a sparsely annotated dataset of 3D medical
images},
journal = {CoRR},
volume = {abs/2311.05032},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.05032},
doi = {10.48550/ARXIV.2311.05032},
eprinttype = {arXiv},
eprint = {2311.05032},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-05032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ascom/JacobsGQC22,
author = {Colin Jacobs and
Karl Glazebrook and
Alex Kai Qin and
Thomas Collett},
title = {Exploring the interpretability of deep neural networks used for gravitational
lens finding with a sensitivity probe},
journal = {Astron. Comput.},
volume = {38},
pages = {100535},
year = {2022},
url = {https://doi.org/10.1016/j.ascom.2021.100535},
doi = {10.1016/J.ASCOM.2021.100535},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ascom/JacobsGQC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/VenteBVSLJSG22,
author = {Coen de Vente and
Luuk H. Boulogne and
Kiran Vaidhya Venkadesh and
Cheryl Sital and
Nikolas Lessmann and
Colin Jacobs and
Clara I. S{\'{a}}nchez and
Bram van Ginneken},
title = {Automated {COVID-19} Grading With Convolutional Neural Networks in
Computed Tomography Scans: {A} Systematic Comparison},
journal = {{IEEE} Trans. Artif. Intell.},
volume = {3},
number = {2},
pages = {129--138},
year = {2022},
url = {https://doi.org/10.1109/TAI.2021.3115093},
doi = {10.1109/TAI.2021.3115093},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tai/VenteBVSLJSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-04532,
author = {Weiyi Xie and
Colin Jacobs and
Jean{-}Paul Charbonnier and
Bram van Ginneken},
title = {Structure and position-aware graph neural network for airway labeling},
journal = {CoRR},
volume = {abs/2201.04532},
year = {2022},
url = {https://arxiv.org/abs/2201.04532},
eprinttype = {arXiv},
eprint = {2201.04532},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-04532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/JacobsLJ21,
author = {Colin Jacobs and
Michael Lopez{-}Brau and
Julian Jara{-}Ettinger},
editor = {W. Tecumseh Fitch and
Claus Lamm and
Helmut Leder and
Kristin Te{\ss}mar{-}Raible},
title = {What happened here? Children integrate physical reasoning to infer
actions from indirect evidence},
booktitle = {Proceedings of the 43th Annual Meeting of the Cognitive Science Society,
CogSci 2021, virtual, July 26-29, 2021, 2020},
publisher = {cognitivesciencesociety.org},
year = {2021},
url = {https://escholarship.org/uc/item/5z22g57k},
timestamp = {Thu, 25 Apr 2024 16:55:45 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/JacobsLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-11748,
author = {Weiyi Xie and
Colin Jacobs and
Bram van Ginneken},
title = {Dense Regression Activation Maps For Lesion Segmentation in {CT} scans
of {COVID-19} patients},
journal = {CoRR},
volume = {abs/2105.11748},
year = {2021},
url = {https://arxiv.org/abs/2105.11748},
eprinttype = {arXiv},
eprint = {2105.11748},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-11748.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01351,
author = {Weiyi Xie and
Colin Jacobs and
Bram van Ginneken},
title = {Deep Clustering Activation Maps for Emphysema Subtyping},
journal = {CoRR},
volume = {abs/2106.01351},
year = {2021},
url = {https://arxiv.org/abs/2106.01351},
eprinttype = {arXiv},
eprint = {2106.01351},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/Jacobs20,
author = {Colin Jacobs},
title = {"Sensie": Probing the sensitivity of neural networks},
journal = {J. Open Source Softw.},
volume = {5},
number = {55},
pages = {2180},
year = {2020},
url = {https://doi.org/10.21105/joss.02180},
doi = {10.21105/JOSS.02180},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jossw/Jacobs20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/XieJCG20,
author = {Weiyi Xie and
Colin Jacobs and
Jean{-}Paul Charbonnier and
Bram van Ginneken},
title = {Relational Modeling for Robust and Efficient Pulmonary Lobe Segmentation
in {CT} Scans},
journal = {{IEEE} Trans. Medical Imaging},
volume = {39},
number = {8},
pages = {2664--2675},
year = {2020},
url = {https://doi.org/10.1109/TMI.2020.2995108},
doi = {10.1109/TMI.2020.2995108},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/XieJCG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/FlukeJ20,
author = {Christopher J. Fluke and
Colin Jacobs},
title = {Surveying the reach and maturity of machine learning and artificial
intelligence in astronomy},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {10},
number = {2},
year = {2020},
url = {https://doi.org/10.1002/widm.1349},
doi = {10.1002/WIDM.1349},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/FlukeJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/AltunCJMGH20,
author = {Hidir Cem Altun and
Grzegorz Chlebus and
Colin Jacobs and
Hans Meine and
Bram van Ginneken and
Horst K. Hahn},
editor = {Horst K. Hahn and
Maciej A. Mazurowski},
title = {Feasibility of end-to-end trainable two-stage U-Net for detection
of axillary lymph nodes in contrast-enhanced {CT} based on sparse
annotations},
booktitle = {Medical Imaging 2020: Computer-Aided Diagnosis, Houston, TX, USA,
February 16-19, 2020},
series = {{SPIE} Proceedings},
volume = {11314},
publisher = {{SPIE}},
year = {2020},
url = {https://doi.org/10.1117/12.2551331},
doi = {10.1117/12.2551331},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/AltunCJMGH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2020tia,
editor = {Jens Petersen and
Ra{\'{u}}l San Jos{\'{e}} Est{\'{e}}par and
Alexander Schmidt{-}Richberg and
Sarah E. Gerard and
Bianca Lassen{-}Schmidt and
Colin Jacobs and
Reinhard Beichel and
Kensaku Mori},
title = {Thoracic Image Analysis - Second International Workshop, {TIA} 2020,
Held in Conjunction with {MICCAI} 2020, Lima, Peru, October 8, 2020,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12502},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-62469-9},
doi = {10.1007/978-3-030-62469-9},
isbn = {978-3-030-62468-2},
timestamp = {Thu, 05 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/2020tia.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-07443,
author = {Weiyi Xie and
Colin Jacobs and
Jean{-}Paul Charbonnier and
Bram van Ginneken},
title = {Contextual Two-Stage U-Nets for Robust Pulmonary Lobe Segmentation
in {CT} Scans of {COVID-19} and {COPD} Patients},
journal = {CoRR},
volume = {abs/2004.07443},
year = {2020},
url = {https://arxiv.org/abs/2004.07443},
eprinttype = {arXiv},
eprint = {2004.07443},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-07443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-09725,
author = {Coen de Vente and
Luuk H. Boulogne and
Kiran Vaidhya Venkadesh and
Cheryl Sital and
Nikolas Lessmann and
Colin Jacobs and
Clara I. S{\'{a}}nchez and
Bram van Ginneken},
title = {Improving Automated {COVID-19} Grading with Convolutional Neural Networks
in Computed Tomography Scans: An Ablation Study},
journal = {CoRR},
volume = {abs/2009.09725},
year = {2020},
url = {https://arxiv.org/abs/2009.09725},
eprinttype = {arXiv},
eprint = {2009.09725},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-09725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-04056,
author = {Patrick Bilic and
Patrick Ferdinand Christ and
Eugene Vorontsov and
Grzegorz Chlebus and
Hao Chen and
Qi Dou and
Chi{-}Wing Fu and
Xiao Han and
Pheng{-}Ann Heng and
J{\"{u}}rgen Hesser and
Samuel Kadoury and
Tomasz K. Konopczynski and
Miao Le and
Chunming Li and
Xiaomeng Li and
Jana Lipkov{\'{a}} and
John S. Lowengrub and
Hans Meine and
Jan Hendrik Moltz and
Chris Pal and
Marie Piraud and
Xiaojuan Qi and
Jin Qi and
Markus Rempfler and
Karsten Roth and
Andrea Schenk and
Anjany Sekuboyina and
Ping Zhou and
Christian H{\"{u}}lsemeyer and
Marcel Beetz and
Florian Ettlinger and
Felix Gr{\"{u}}n and
Georgios Kaissis and
Fabian Loh{\"{o}}fer and
Rickmer Braren and
Julian Holch and
Felix Hofmann and
Wieland H. Sommer and
Volker Heinemann and
Colin Jacobs and
Gabriel Efrain Humpire Mamani and
Bram van Ginneken and
Gabriel Chartrand and
An Tang and
Michal Drozdzal and
Avi Ben{-}Cohen and
Eyal Klang and
Michal Marianne Amitai and
Eli Konen and
Hayit Greenspan and
Johan Moreau and
Alexandre Hostettler and
Luc Soler and
Refael Vivanti and
Adi Szeskin and
Naama Lev{-}Cohain and
Jacob Sosna and
Leo Joskowicz and
Bjoern H. Menze},
title = {The Liver Tumor Segmentation Benchmark (LiTS)},
journal = {CoRR},
volume = {abs/1901.04056},
year = {2019},
url = {http://arxiv.org/abs/1901.04056},
eprinttype = {arXiv},
eprint = {1901.04056},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-04056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ArestaAJGCRC18,
author = {Guilherme Aresta and
Teresa Ara{\'{u}}jo and
Colin Jacobs and
Bram van Ginneken and
Ant{\'{o}}nio Cunha and
Isabel Ramos and
Aur{\'{e}}lio Campilho},
editor = {Danail Stoyanov and
Zeike Taylor and
Bernhard Kainz and
Gabriel Maicas and
Reinhard R. Beichel and
Anne L. Martel and
Lena Maier{-}Hein and
Kanwal K. Bhatia and
Tom Vercauteren and
Ozan Oktay and
Gustavo Carneiro and
Andrew P. Bradley and
Jacinto C. Nascimento and
Hang Min and
Matthew S. Brown and
Colin Jacobs and
Bianca Lassen{-}Schmidt and
Kensaku Mori and
Jens Petersen and
Ra{\'{u}}l San Jos{\'{e}} Est{\'{e}}par and
Alexander Schmidt{-}Richberg and
Catarina Veiga},
title = {Towards an Automatic Lung Cancer Screening System in Low Dose Computed
Tomography},
booktitle = {Image Analysis for Moving Organ, Breast, and Thoracic Images - Third
International Workshop, {RAMBO} 2018, Fourth International Workshop,
{BIA} 2018, and First International Workshop, {TIA} 2018, Held in
Conjunction with {MICCAI} 2018, Granada, Spain, September 16 and 20,
2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11040},
pages = {310--318},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00946-5\_31},
doi = {10.1007/978-3-030-00946-5\_31},
timestamp = {Tue, 18 Apr 2023 21:52:48 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ArestaAJGCRC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2018rambo,
editor = {Danail Stoyanov and
Zeike Taylor and
Bernhard Kainz and
Gabriel Maicas and
Reinhard R. Beichel and
Anne L. Martel and
Lena Maier{-}Hein and
Kanwal K. Bhatia and
Tom Vercauteren and
Ozan Oktay and
Gustavo Carneiro and
Andrew P. Bradley and
Jacinto C. Nascimento and
Hang Min and
Matthew S. Brown and
Colin Jacobs and
Bianca Lassen{-}Schmidt and
Kensaku Mori and
Jens Petersen and
Ra{\'{u}}l San Jos{\'{e}} Est{\'{e}}par and
Alexander Schmidt{-}Richberg and
Catarina Veiga},
title = {Image Analysis for Moving Organ, Breast, and Thoracic Images - Third
International Workshop, {RAMBO} 2018, Fourth International Workshop,
{BIA} 2018, and First International Workshop, {TIA} 2018, Held in
Conjunction with {MICCAI} 2018, Granada, Spain, September 16 and 20,
2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11040},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00946-5},
doi = {10.1007/978-3-030-00946-5},
isbn = {978-3-030-00945-8},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2018rambo.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-12789,
author = {Guilherme Aresta and
Colin Jacobs and
Teresa Ara{\'{u}}jo and
Ant{\'{o}}nio Cunha and
Isabel Ramos and
Bram van Ginneken and
Aur{\'{e}}lio Campilho},
title = {iW-Net: an automatic and minimalistic interactive lung nodule segmentation
deep network},
journal = {CoRR},
volume = {abs/1811.12789},
year = {2018},
url = {http://arxiv.org/abs/1811.12789},
eprinttype = {arXiv},
eprint = {1811.12789},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-12789.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/MamaniSGJ17,
author = {Gabriel Efrain Humpire Mamani and
Arnaud Arindra Adiyoso Setio and
Bram van Ginneken and
Colin Jacobs},
editor = {Samuel G. Armato III and
Nicholas A. Petrick},
title = {Organ detection in thorax abdomen {CT} using multi-label convolutional
neural networks},
booktitle = {Medical Imaging 2017: Computer-Aided Diagnosis, Orlando, Florida,
United States, 11-16 February 2017},
series = {{SPIE} Proceedings},
volume = {10134},
pages = {1013416},
publisher = {{SPIE}},
year = {2017},
url = {https://doi.org/10.1117/12.2254349},
doi = {10.1117/12.2254349},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/MamaniSGJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/SetioCLGJRWNSG16,
author = {Arnaud Arindra Adiyoso Setio and
Francesco Ciompi and
Geert Litjens and
Paul K. Gerke and
Colin Jacobs and
Sarah J. van Riel and
Mathilde Marie Winkler Wille and
Matiullah Naqibullah and
Clara I. S{\'{a}}nchez and
Bram van Ginneken},
title = {Pulmonary Nodule Detection in {CT} Images: False Positive Reduction
Using Multi-View Convolutional Networks},
journal = {{IEEE} Trans. Medical Imaging},
volume = {35},
number = {5},
pages = {1160--1169},
year = {2016},
url = {https://doi.org/10.1109/TMI.2016.2536809},
doi = {10.1109/TMI.2016.2536809},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/SetioCLGJRWNSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CiompiCRSGJSSWM16,
author = {Francesco Ciompi and
Kaman Chung and
Sarah J. van Riel and
Arnaud Arindra Adiyoso Setio and
Paul K. Gerke and
Colin Jacobs and
Ernst Th. Scholten and
Cornelia Schaefer{-}Prokop and
Mathilde M. W. Wille and
Alfonso Marchiano and
Ugo Pastorino and
Mathias Prokop and
Bram van Ginneken},
title = {Towards automatic pulmonary nodule management in lung cancer screening
with deep learning},
journal = {CoRR},
volume = {abs/1610.09157},
year = {2016},
url = {http://arxiv.org/abs/1610.09157},
eprinttype = {arXiv},
eprint = {1610.09157},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CiompiCRSGJSSWM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SetioTBBBC0DFGG16,
author = {Arnaud Arindra Adiyoso Setio and
Alberto Traverso and
Thomas de Bel and
Moira S. N. Berens and
Cas van den Bogaard and
Piergiorgio Cerello and
Hao Chen and
Qi Dou and
Maria Evelina Fantacci and
Bram Geurts and
Robbert van der Gugten and
Pheng{-}Ann Heng and
Bart Jansen and
Michael M. J. de Kaste and
Valentin Kotov and
Jack Yu{-}Hung Lin and
Jeroen T. M. C. Manders and
Alexander S{\'{o}}nora{-}Mengana and
Juan Carlos Garc{\'{\i}}a{-}Naranjo and
Mathias Prokop and
Marco Saletta and
Cornelia Schaefer{-}Prokop and
Ernst Th. Scholten and
Luuk Scholten and
Miranda M. Snoeren and
Ernesto Lopez Torres and
Jef Vandemeulebroucke and
Nicole Walasek and
Guido C. A. Zuidhof and
Bram van Ginneken and
Colin Jacobs},
title = {Validation, comparison, and combination of algorithms for automatic
detection of pulmonary nodules in computed tomography images: the
{LUNA16} challenge},
journal = {CoRR},
volume = {abs/1612.08012},
year = {2016},
url = {http://arxiv.org/abs/1612.08012},
eprinttype = {arXiv},
eprint = {1612.08012},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SetioTBBBC0DFGG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/CiompiJSWJPG15,
author = {Francesco Ciompi and
Colin Jacobs and
Ernst Th. Scholten and
Mathilde M. W. Wille and
Pim A. de Jong and
Mathias Prokop and
Bram van Ginneken},
title = {Bag-of-Frequencies: {A} Descriptor of Pulmonary Nodules in Computed
Tomography Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {34},
number = {4},
pages = {962--973},
year = {2015},
url = {https://doi.org/10.1109/TMI.2014.2371821},
doi = {10.1109/TMI.2014.2371821},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/CiompiJSWJPG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/GinnekenSJC15,
author = {Bram van Ginneken and
Arnaud A. A. Setio and
Colin Jacobs and
Francesco Ciompi},
title = {Off-the-shelf convolutional neural network features for pulmonary
nodule detection in computed tomography scans},
booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2015, Brooklyn, NY, USA, April 16-19, 2015},
pages = {286--289},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISBI.2015.7163869},
doi = {10.1109/ISBI.2015.7163869},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/GinnekenSJC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/SetioJCRWDRG15,
author = {Arnaud A. A. Setio and
Colin Jacobs and
Francesco Ciompi and
Sarah J. van Riel and
Mathilde Marie Winkler Wille and
Asger Dirksen and
Eva M. van Rikxoort and
Bram van Ginneken},
editor = {Lubomir M. Hadjiiski and
Georgia D. Tourassi},
title = {Computer-aided detection of lung cancer: combining pulmonary nodule
detection systems with a tumor risk prediction model},
booktitle = {Medical Imaging 2015: Computer-Aided Diagnosis, Orlando, Florida,
United States, 21-26 February 2015},
series = {{SPIE} Proceedings},
volume = {9414},
pages = {94141O},
publisher = {{SPIE}},
year = {2015},
url = {https://doi.org/10.1117/12.2080955},
doi = {10.1117/12.2080955},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/SetioJCRWDRG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/CiompiJSRWPG15,
author = {Francesco Ciompi and
Colin Jacobs and
Ernst Th. Scholten and
Sarah J. van Riel and
Mathilde M. W. Wille and
Mathias Prokop and
Bram van Ginneken},
editor = {Lubomir M. Hadjiiski and
Georgia D. Tourassi},
title = {Automatic detection of spiculation of pulmonary nodules in computed
tomography images},
booktitle = {Medical Imaging 2015: Computer-Aided Diagnosis, Orlando, Florida,
United States, 21-26 February 2015},
series = {{SPIE} Proceedings},
volume = {9414},
pages = {941409},
publisher = {{SPIE}},
year = {2015},
url = {https://doi.org/10.1117/12.2081426},
doi = {10.1117/12.2081426},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/CiompiJSRWPG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/JacobsRTSJKOKPSG14,
author = {Colin Jacobs and
Eva M. van Rikxoort and
Thorsten Twellmann and
Ernst Th. Scholten and
Pim A. de Jong and
Jan{-}Martin Kuhnigk and
Matthijs Oudkerk and
Harry J. de Koning and
Mathias Prokop and
Cornelia Schaefer{-}Prokop and
Bram van Ginneken},
title = {Automatic detection of subsolid pulmonary nodules in thoracic computed
tomography images},
journal = {Medical Image Anal.},
volume = {18},
number = {2},
pages = {374--384},
year = {2014},
url = {https://doi.org/10.1016/j.media.2013.12.001},
doi = {10.1016/J.MEDIA.2013.12.001},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/JacobsRTSJKOKPSG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/JacobsORMRJPG14,
author = {Colin Jacobs and
S. H. T. T. Opdam and
Eva M. van Rikxoort and
O. M. Mets and
J. Rooyackers and
Pim A. de Jong and
Mathias Prokop and
Bram van Ginneken},
editor = {Stephen R. Aylward and
Lubomir M. Hadjiiski},
title = {Automated detection and quantification of micronodules in thoracic
{CT} scans to identify subjects at risk for silicosis},
booktitle = {Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, California,
United States, 15-20 February 2014},
series = {{SPIE} Proceedings},
volume = {9035},
pages = {90351I},
publisher = {{SPIE}},
year = {2014},
url = {https://doi.org/10.1117/12.2043536},
doi = {10.1117/12.2043536},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/JacobsORMRJPG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/JacobsSSTJG11,
author = {Colin Jacobs and
Clara I. S{\'{a}}nchez and
Stefan C. Saur and
Thorsten Twellmann and
Pim A. de Jong and
Bram van Ginneken},
editor = {Gabor Fichtinger and
Anne L. Martel and
Terry M. Peters},
title = {Computer-Aided Detection of Ground Glass Nodules in Thoracic {CT}
Images Using Shape, Intensity and Context Features},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2011 - 14th International Conference, Toronto, Canada, September 18-22,
2011, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6893},
pages = {207--214},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23626-6\_26},
doi = {10.1007/978-3-642-23626-6\_26},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/JacobsSSTJG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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