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ORCIDBibTeX records: Geert Litjens 0001
@article{DBLP:journals/cbm/FarynaLL24,
author = {Khrystyna Faryna and
Jeroen van der Laak and
Geert Litjens},
title = {Automatic data augmentation to improve generalization of deep learning
in H{\&}E stained histopathology},
journal = {Comput. Biol. Medicine},
volume = {170},
pages = {108018},
year = {2024},
url = {https://doi.org/10.1016/j.compbiomed.2024.108018},
doi = {10.1016/J.COMPBIOMED.2024.108018},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/FarynaLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/LinmansHLL24,
author = {Jasper Linmans and
Emiel Hoogeboom and
Jeroen van der Laak and
Geert Litjens},
title = {The Latent Doctor Model for Modeling Inter-Observer Variability},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {28},
number = {1},
pages = {343--354},
year = {2024},
url = {https://doi.org/10.1109/JBHI.2023.3323582},
doi = {10.1109/JBHI.2023.3323582},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/titb/LinmansHLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/LinmansELL23,
author = {Jasper Linmans and
Stefan Elfwing and
Jeroen van der Laak and
Geert Litjens},
title = {Predictive uncertainty estimation for out-of-distribution detection
in digital pathology},
journal = {Medical Image Anal.},
volume = {83},
pages = {102655},
year = {2023},
url = {https://doi.org/10.1016/j.media.2022.102655},
doi = {10.1016/J.MEDIA.2022.102655},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/LinmansELL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/BandiBDKGLL23,
author = {P{\'{e}}ter B{\'{a}}ndi and
Maschenka Balkenhol and
Marcory Van Dijk and
Michel Kok and
Bram van Ginneken and
Jeroen van der Laak and
Geert Litjens},
title = {Continual learning strategies for cancer-independent detection of
lymph node metastases},
journal = {Medical Image Anal.},
volume = {85},
pages = {102755},
year = {2023},
url = {https://doi.org/10.1016/j.media.2023.102755},
doi = {10.1016/J.MEDIA.2023.102755},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/BandiBDKGLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/DooperPAHJLL23,
author = {Stephan Dooper and
Hans Pinckaers and
Witali Aswolinskiy and
Konnie M. Hebeda and
Sofia Jarkman and
Jeroen van der Laak and
Geert Litjens},
title = {Gigapixel end-to-end training using streaming and attention},
journal = {Medical Image Anal.},
volume = {88},
pages = {102881},
year = {2023},
url = {https://doi.org/10.1016/j.media.2023.102881},
doi = {10.1016/J.MEDIA.2023.102881},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/DooperPAHJLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01790,
author = {Annika Reinke and
Minu Tizabi and
Michael Baumgartner and
Matthias Eisenmann and
Doreen Heckmann{-}N{\"{o}}tzel and
A. Emre Kavur and
Tim R{\"{a}}dsch and
Carole H. Sudre and
Laura Aci{\'{o}}n and
Michela Antonelli and
Tal Arbel and
Spyridon Bakas and
Arriel Benis and
Matthew B. Blaschko and
Florian B{\"{u}}ttner and
M. Jorge Cardoso and
Veronika Cheplygina and
Jianxu Chen and
Evangelia Christodoulou and
Beth A. Cimini and
Gary S. Collins and
Keyvan Farahani and
Luciana Ferrer and
Adrian Galdran and
Bram van Ginneken and
Ben Glocker and
Patrick Godau and
Robert Haase and
Daniel A. Hashimoto and
Michael M. Hoffman and
Merel Huisman and
Fabian Isensee and
Pierre Jannin and
Charles E. Kahn and
Dagmar Kainmueller and
Bernhard Kainz and
Alexandros Karargyris and
Alan Karthikesalingam and
Hannes Kenngott and
Jens Kleesiek and
Florian Kofler and
Thijs Kooi and
Annette Kopp{-}Schneider and
Michal Kozubek and
Anna Kreshuk and
Tahsin M. Kur{\c{c}} and
Bennett A. Landman and
Geert Litjens and
Amin Madani and
Klaus H. Maier{-}Hein and
Anne L. Martel and
Peter Mattson and
Erik Meijering and
Bjoern H. Menze and
Karel G. M. Moons and
Henning M{\"{u}}ller and
Brennan Nichyporuk and
Felix Nickel and
Jens Petersen and
Susanne M. Rafelski and
Nasir M. Rajpoot and
Mauricio Reyes and
Michael A. Riegler and
Nicola Rieke and
Julio Saez{-}Rodriguez and
Clara I. S{\'{a}}nchez and
Shravya Shetty and
Maarten van Smeden and
Ronald M. Summers and
Abdel A. Taha and
Aleksei Tiulpin and
Sotirios A. Tsaftaris and
Ben Van Calster and
Ga{\"{e}}l Varoquaux and
Manuel Wiesenfarth and
Ziv R. Yaniv and
Paul F. J{\"{a}}ger and
Lena Maier{-}Hein},
title = {Understanding metric-related pitfalls in image analysis validation},
journal = {CoRR},
volume = {abs/2302.01790},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01790},
doi = {10.48550/ARXIV.2302.01790},
eprinttype = {arXiv},
eprint = {2302.01790},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01790.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-12619,
author = {Cl{\'{e}}ment Grisi and
Geert Litjens and
Jeroen van der Laak},
title = {Hierarchical Vision Transformers for Context-Aware Prostate Cancer
Grading in Whole Slide Images},
journal = {CoRR},
volume = {abs/2312.12619},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.12619},
doi = {10.48550/ARXIV.2312.12619},
eprinttype = {arXiv},
eprint = {2312.12619},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-12619.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/AdamsMERBANVGLB22,
author = {Lisa C. Adams and
Marcus R. Makowski and
G{\"{u}}nther Engel and
Maximilian Rattunde and
Felix Busch and
Patrick Asbach and
Stefan Markus Niehues and
Shankeeth Vinayahalingam and
Bram van Ginneken and
Geert Litjens and
Keno K. Bressem},
title = {Prostate158 - An expert-annotated 3T {MRI} dataset and algorithm for
prostate cancer detection},
journal = {Comput. Biol. Medicine},
volume = {148},
pages = {105817},
year = {2022},
url = {https://doi.org/10.1016/j.compbiomed.2022.105817},
doi = {10.1016/J.COMPBIOMED.2022.105817},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/AdamsMERBANVGLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/PinckaersGL22,
author = {Hans Pinckaers and
Bram van Ginneken and
Geert Litjens},
title = {Streaming Convolutional Neural Networks for End-to-End Learning With
Multi-Megapixel Images},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {3},
pages = {1581--1590},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2020.3019563},
doi = {10.1109/TPAMI.2020.3019563},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/PinckaersGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01653,
author = {Lena Maier{-}Hein and
Annika Reinke and
Evangelia Christodoulou and
Ben Glocker and
Patrick Godau and
Fabian Isensee and
Jens Kleesiek and
Michal Kozubek and
Mauricio Reyes and
Michael A. Riegler and
Manuel Wiesenfarth and
Michael Baumgartner and
Matthias Eisenmann and
Doreen Heckmann{-}N{\"{o}}tzel and
A. Emre Kavur and
Tim R{\"{a}}dsch and
Minu Dietlinde Tizabi and
Laura Aci{\'{o}}n and
Michela Antonelli and
Tal Arbel and
Spyridon Bakas and
Peter Bankhead and
Arriel Benis and
M. Jorge Cardoso and
Veronika Cheplygina and
Beth A. Cimini and
Gary S. Collins and
Keyvan Farahani and
Bram van Ginneken and
Daniel A. Hashimoto and
Michael M. Hoffman and
Merel Huisman and
Pierre Jannin and
Charles E. Kahn and
Alexandros Karargyris and
Alan Karthikesalingam and
Hannes Kenngott and
Annette Kopp{-}Schneider and
Anna Kreshuk and
Tahsin M. Kur{\c{c}} and
Bennett A. Landman and
Geert Litjens and
Amin Madani and
Klaus H. Maier{-}Hein and
Anne L. Martel and
Peter Mattson and
Erik Meijering and
Bjoern H. Menze and
David Moher and
Karel G. M. Moons and
Henning M{\"{u}}ller and
Felix Nickel and
Brennan Nichyporuk and
Jens Petersen and
Nasir M. Rajpoot and
Nicola Rieke and
Julio Saez{-}Rodriguez and
Clarisa S{\'{a}}nchez Guti{\'{e}}rrez and
Shravya Shetty and
Maarten van Smeden and
Carole H. Sudre and
Ronald M. Summers and
Abdel A. Taha and
Sotirios A. Tsaftaris and
Ben Van Calster and
Ga{\"{e}}l Varoquaux and
Paul F. J{\"{a}}ger},
title = {Metrics reloaded: Pitfalls and recommendations for image analysis
validation},
journal = {CoRR},
volume = {abs/2206.01653},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01653},
doi = {10.48550/ARXIV.2206.01653},
eprinttype = {arXiv},
eprint = {2206.01653},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-06193,
author = {P{\'{e}}ter B{\'{a}}ndi and
Maschenka Balkenhol and
Marcory Van Dijk and
Bram van Ginneken and
Jeroen van der Laak and
Geert Litjens},
title = {Domain adaptation strategies for cancer-independent detection of lymph
node metastases},
journal = {CoRR},
volume = {abs/2207.06193},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.06193},
doi = {10.48550/ARXIV.2207.06193},
eprinttype = {arXiv},
eprint = {2207.06193},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-06193.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/BelBL021,
author = {Thomas de Bel and
John{-}Melle Bokhorst and
Jeroen van der Laak and
Geert Litjens},
title = {Residual cyclegan for robust domain transformation of histopathological
tissue slides},
journal = {Medical Image Anal.},
volume = {70},
pages = {102004},
year = {2021},
url = {https://doi.org/10.1016/j.media.2021.102004},
doi = {10.1016/J.MEDIA.2021.102004},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/BelBL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/TellezLLC21,
author = {David Tellez and
Geert Litjens and
Jeroen van der Laak and
Francesco Ciompi},
title = {Neural Image Compression for Gigapixel Histopathology Image Analysis},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {43},
number = {2},
pages = {567--578},
year = {2021},
url = {https://doi.org/10.1109/TPAMI.2019.2936841},
doi = {10.1109/TPAMI.2019.2936841},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/TellezLLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/LiZTTSZLXLLZSZY21,
author = {Zhang Li and
Jiehua Zhang and
Tao Tan and
Xichao Teng and
Xiaoliang Sun and
Hong Zhao and
Lihong Liu and
Yang Xiao and
Byungjae Lee and
Yilong Li and
Qianni Zhang and
Shujiao Sun and
Yushan Zheng and
Junyu Yan and
Ni Li and
Yiyu Hong and
Junsu Ko and
Hyun Jung and
Yanling Liu and
Yu{-}cheng Chen and
Ching{-}Wei Wang and
Vladimir Yurovskiy and
Pavel Maevskikh and
Vahid Khanagha and
Yi Jiang and
Li Yu and
Zhihong Liu and
Daiqiang Li and
Peter J. Sch{\"{u}}ffler and
Qifeng Yu and
Hui Chen and
Yuling Tang and
Geert Litjens},
title = {Deep Learning Methods for Lung Cancer Segmentation in Whole-Slide
Histopathology Images - The ACDC@LungHP Challenge 2019},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {25},
number = {2},
pages = {429--440},
year = {2021},
url = {https://doi.org/10.1109/JBHI.2020.3039741},
doi = {10.1109/JBHI.2020.3039741},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/LiZTTSZLXLLZSZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/PinckaersBLL21,
author = {Hans Pinckaers and
Wouter Bulten and
Jeroen van der Laak and
Geert Litjens},
title = {Detection of Prostate Cancer in Whole-Slide Images Through End-to-End
Training With Image-Level Labels},
journal = {{IEEE} Trans. Medical Imaging},
volume = {40},
number = {7},
pages = {1817--1826},
year = {2021},
url = {https://doi.org/10.1109/TMI.2021.3066295},
doi = {10.1109/TMI.2021.3066295},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/PinckaersBLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/FarynaL021,
author = {Khrystyna Faryna and
Jeroen van der Laak and
Geert Litjens},
editor = {Mattias P. Heinrich and
Qi Dou and
Marleen de Bruijne and
Jan Lellmann and
Alexander Schlaefer and
Floris Ernst},
title = {Tailoring automated data augmentation to H{\&}E-stained histopathology},
booktitle = {Medical Imaging with Deep Learning, 7-9 July 2021, L{\"{u}}beck,
Germany},
series = {Proceedings of Machine Learning Research},
volume = {143},
pages = {168--178},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v143/faryna21a.html},
timestamp = {Tue, 13 Dec 2022 14:39:07 +0100},
biburl = {https://dblp.org/rec/conf/midl/FarynaL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midp/GeijsPAL21,
author = {Daan J. Geijs and
Hans Pinckaers and
Avital L. Amir and
Geert J. S. Litjens},
editor = {John E. Tomaszewski and
Aaron D. Ward},
title = {End-to-end classification on basal-cell carcinoma histopathology whole-slides
images},
booktitle = {Medical Imaging 2021: Digital Pathology, Online, February 15-19, 2021},
series = {{SPIE} Proceedings},
volume = {11603},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2581042},
doi = {10.1117/12.2581042},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midp/GeijsPAL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05642,
author = {Annika Reinke and
Matthias Eisenmann and
Minu Dietlinde Tizabi and
Carole H. Sudre and
Tim R{\"{a}}dsch and
Michela Antonelli and
Tal Arbel and
Spyridon Bakas and
M. Jorge Cardoso and
Veronika Cheplygina and
Keyvan Farahani and
Ben Glocker and
Doreen Heckmann{-}N{\"{o}}tzel and
Fabian Isensee and
Pierre Jannin and
Charles E. Kahn and
Jens Kleesiek and
Tahsin M. Kur{\c{c}} and
Michal Kozubek and
Bennett A. Landman and
Geert Litjens and
Klaus H. Maier{-}Hein and
Bjoern H. Menze and
Henning M{\"{u}}ller and
Jens Petersen and
Mauricio Reyes and
Nicola Rieke and
Bram Stieltjes and
Ronald M. Summers and
Sotirios A. Tsaftaris and
Bram van Ginneken and
Annette Kopp{-}Schneider and
Paul J{\"{a}}ger and
Lena Maier{-}Hein},
title = {Common Limitations of Image Processing Metrics: {A} Picture Story},
journal = {CoRR},
volume = {abs/2104.05642},
year = {2021},
url = {https://arxiv.org/abs/2104.05642},
eprinttype = {arXiv},
eprint = {2104.05642},
timestamp = {Fri, 04 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05735,
author = {Michela Antonelli and
Annika Reinke and
Spyridon Bakas and
Keyvan Farahani and
Annette Kopp{-}Schneider and
Bennett A. Landman and
Geert Litjens and
Bjoern H. Menze and
Olaf Ronneberger and
Ronald M. Summers and
Bram van Ginneken and
Michel Bilello and
Patrick Bilic and
Patrick Ferdinand Christ and
Richard K. G. Do and
Marc Gollub and
Stephan Heckers and
Henkjan J. Huisman and
William R. Jarnagin and
Maureen McHugo and
Sandy Napel and
Jennifer Goli{-}Pernicka and
Kawal S. Rhode and
Catalina Tobon{-}Gomez and
Eugene Vorontsov and
James A. Meakin and
S{\'{e}}bastien Ourselin and
Manuel Wiesenfarth and
Pablo Arbel{\'{a}}ez and
Byeonguk Bae and
Sihong Chen and
Laura Alexandra Daza and
Jianjiang Feng and
Baochun He and
Fabian Isensee and
Yuanfeng Ji and
Fucang Jia and
Namkug Kim and
Ildoo Kim and
Dorit Merhof and
Akshay Pai and
BeomHee Park and
Mathias Perslev and
Ramin Rezaiifar and
Oliver Rippel and
Ignacio Sarasua and
Wei Shen and
Jaemin Son and
Christian Wachinger and
Liansheng Wang and
Yan Wang and
Yingda Xia and
Daguang Xu and
Zhanwei Xu and
Yefeng Zheng and
Amber L. Simpson and
Lena Maier{-}Hein and
M. Jorge Cardoso},
title = {The Medical Segmentation Decathlon},
journal = {CoRR},
volume = {abs/2106.05735},
year = {2021},
url = {https://arxiv.org/abs/2106.05735},
eprinttype = {arXiv},
eprint = {2106.05735},
timestamp = {Thu, 18 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05735.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-01533,
author = {Pierpaolo Vendittelli and
Esther M. M. Smeets and
Geert Litjens},
title = {Automatic tumour segmentation in H{\&}E-stained whole-slide images
of the pancreas},
journal = {CoRR},
volume = {abs/2112.01533},
year = {2021},
url = {https://arxiv.org/abs/2112.01533},
eprinttype = {arXiv},
eprint = {2112.01533},
timestamp = {Fri, 10 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-01533.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/LinmansL020,
author = {Jasper Linmans and
Jeroen van der Laak and
Geert Litjens},
editor = {Tal Arbel and
Ismail Ben Ayed and
Marleen de Bruijne and
Maxime Descoteaux and
Herv{\'{e}} Lombaert and
Christopher Pal},
title = {Efficient Out-of-Distribution Detection in Digital Pathology Using
Multi-Head Convolutional Neural Networks},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2020, 6-8 July 2020, Montr{\'{e}}al, QC, Canada},
series = {Proceedings of Machine Learning Research},
volume = {121},
pages = {465--478},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v121/linmans20a.html},
timestamp = {Fri, 27 Nov 2020 12:58:38 +0100},
biburl = {https://dblp.org/rec/conf/midl/LinmansL020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midp/EekelenPHL20,
author = {Leander van Eekelen and
Hans Pinckaers and
Konnie M. Hebeda and
Geert Litjens},
editor = {John E. Tomaszewski and
Aaron D. Ward},
title = {Multi-class semantic cell segmentation and classification of aplasia
in bone marrow histology images},
booktitle = {Medical Imaging 2020: Digital Pathology, Houston, TX, USA, February
15-20, 2020},
series = {{SPIE} Proceedings},
volume = {11320},
pages = {113200B},
publisher = {{SPIE}},
year = {2020},
url = {https://doi.org/10.1117/12.2549654},
doi = {10.1117/12.2549654},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midp/EekelenPHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midp/Swiderska-Chadaj20a,
author = {Zaneta Swiderska{-}Chadaj and
Konnie M. Hebeda and
Michiel van den Brand and
Geert Litjens},
editor = {John E. Tomaszewski and
Aaron D. Ward},
title = {Predicting {MYC} translocation in {HE} specimens of diffuse large
B-cell lymphoma through deep learning},
booktitle = {Medical Imaging 2020: Digital Pathology, Houston, TX, USA, February
15-20, 2020},
series = {{SPIE} Proceedings},
volume = {11320},
pages = {1132010},
publisher = {{SPIE}},
year = {2020},
url = {https://doi.org/10.1117/12.2549650},
doi = {10.1117/12.2549650},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midp/Swiderska-Chadaj20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04500,
author = {Wouter Bulten and
Maschenka Balkenhol and
Jean{-}Jo{\"{e}}l Awoumou Belinga and
Am{\'{e}}rico Brilhante and
Asli {\c{C}}akir and
Xavier Farr{\'{e}} and
Katerina Geronatsiou and
Vincent Molini{\'{e}} and
Guilherme Pereira and
Paromita Roy and
G{\"{u}}nter Saile and
Paulo Salles and
Ewout Schaafsma and
Jo{\"{e}}lle Tschui and
Anne{-}Marie Vos and
Hester van Boven and
Robert Vink and
Jeroen van der Laak and
Christina A. Hulsbergen van de Kaa and
Geert Litjens},
title = {Artificial Intelligence Assistance Significantly Improves Gleason
Grading of Prostate Biopsies by Pathologists},
journal = {CoRR},
volume = {abs/2002.04500},
year = {2020},
url = {https://arxiv.org/abs/2002.04500},
eprinttype = {arXiv},
eprint = {2002.04500},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-04500.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03394,
author = {Hans Pinckaers and
Wouter Bulten and
Jeroen van der Laak and
Geert Litjens},
title = {Detection of prostate cancer in whole-slide images through end-to-end
training with image-level labels},
journal = {CoRR},
volume = {abs/2006.03394},
year = {2020},
url = {https://arxiv.org/abs/2006.03394},
eprinttype = {arXiv},
eprint = {2006.03394},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-03394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-09352,
author = {Zhang Li and
Jiehua Zhang and
Tao Tan and
Xichao Teng and
Xiaoliang Sun and
Yang Li and
Lihong Liu and
Yang Xiao and
Byungjae Lee and
Yilong Li and
Qianni Zhang and
Shujiao Sun and
Yushan Zheng and
Junyu Yan and
Ni Li and
Yiyu Hong and
Junsu Ko and
Hyun Jung and
Yanling Liu and
Yu{-}cheng Chen and
Ching{-}Wei Wang and
Vladimir Yurovskiy and
Pavel Maevskikh and
Vahid Khanagha and
Yi Jiang and
Xiangjun Feng and
Zhihong Liu and
Daiqiang Li and
Peter J. Sch{\"{u}}ffler and
Qifeng Yu and
Hui Chen and
Yuling Tang and
Geert Litjens},
title = {Deep Learning Methods for Lung Cancer Segmentation in Whole-slide
Histopathology Images - the ACDC@LungHP Challenge 2019},
journal = {CoRR},
volume = {abs/2008.09352},
year = {2020},
url = {https://arxiv.org/abs/2008.09352},
eprinttype = {arXiv},
eprint = {2008.09352},
timestamp = {Thu, 29 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-09352.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/Swiderska-Chadaj19,
author = {Zaneta Swiderska{-}Chadaj and
Hans Pinckaers and
Mart van Rijthoven and
Maschenka Balkenhol and
Margarita Melnikova and
Oscar Geessink and
Quirine Manson and
Mark Sherman and
Ant{\'{o}}nio Pol{\'{o}}nia and
Jeremy Parry and
Mustapha Abubakar and
Geert Litjens and
Jeroen van der Laak and
Francesco Ciompi},
title = {Learning to detect lymphocytes in immunohistochemistry with deep learning},
journal = {Medical Image Anal.},
volume = {58},
year = {2019},
url = {https://doi.org/10.1016/j.media.2019.101547},
doi = {10.1016/J.MEDIA.2019.101547},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/Swiderska-Chadaj19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/TellezLBBBCL19,
author = {David Tellez and
Geert Litjens and
P{\'{e}}ter B{\'{a}}ndi and
Wouter Bulten and
John{-}Melle Bokhorst and
Francesco Ciompi and
Jeroen van der Laak},
title = {Quantifying the effects of data augmentation and stain color normalization
in convolutional neural networks for computational pathology},
journal = {Medical Image Anal.},
volume = {58},
year = {2019},
url = {https://doi.org/10.1016/j.media.2019.101544},
doi = {10.1016/J.MEDIA.2019.101544},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/TellezLBBBCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BandiGMDBHBLPZL19,
author = {P{\'{e}}ter B{\'{a}}ndi and
Oscar Geessink and
Quirine Manson and
Marcory Van Dijk and
Maschenka Balkenhol and
Meyke Hermsen and
Babak Ehteshami Bejnordi and
Byungjae Lee and
Kyunghyun Paeng and
Aoxiao Zhong and
Quanzheng Li and
Farhad Ghazvinian Zanjani and
Svitlana Zinger and
Keisuke Fukuta and
Daisuke Komura and
Vlado Ovtcharov and
Shenghua Cheng and
Shaoqun Zeng and
Jeppe Thagaard and
Anders B. Dahl and
Huangjing Lin and
Hao Chen and
Ludwig Jacobsson and
Martin Hedlund and
Melih {\c{C}}etin and
Eren Halici and
Hunter Jackson and
Richard Chen and
Fabian Both and
J{\"{o}}rg Franke and
Heidi K{\"{u}}sters{-}Vandevelde and
Willem Vreuls and
Peter Bult and
Bram van Ginneken and
Jeroen van der Laak and
Geert Litjens},
title = {From Detection of Individual Metastases to Classification of Lymph
Node Status at the Patient Level: The {CAMELYON17} Challenge},
journal = {{IEEE} Trans. Medical Imaging},
volume = {38},
number = {2},
pages = {550--560},
year = {2019},
url = {https://doi.org/10.1109/TMI.2018.2867350},
doi = {10.1109/TMI.2018.2867350},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/BandiGMDBHBLPZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/BelHKLL19,
author = {Thomas de Bel and
Meyke Hermsen and
Jesper Kers and
Jeroen van der Laak and
Geert Litjens},
editor = {M. Jorge Cardoso and
Aasa Feragen and
Ben Glocker and
Ender Konukoglu and
Ipek Oguz and
Gozde B. Unal and
Tom Vercauteren},
title = {Stain-Transforming Cycle-Consistent Generative Adversarial Networks
for Improved Segmentation of Renal Histopathology},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2019, 8-10 July 2019, London, United Kingdom},
series = {Proceedings of Machine Learning Research},
volume = {102},
pages = {151--163},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v102/de-bel19a.html},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midl/BelHKLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midp/PinckaersBL19,
author = {Hans Pinckaers and
Wouter Bulten and
Geert Litjens},
editor = {John E. Tomaszewski and
Aaron D. Ward},
title = {High resolution whole prostate biopsy classification using streaming
stochastic gradient descent},
booktitle = {Medical Imaging 2019: Digital Pathology, San Diego, California, United
States, 16-21 February 2019},
series = {{SPIE} Proceedings},
volume = {10956},
pages = {109560A},
publisher = {{SPIE}},
year = {2019},
url = {https://doi.org/10.1117/12.2512817},
doi = {10.1117/12.2512817},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midp/PinckaersBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-06543,
author = {David Tellez and
Geert Litjens and
P{\'{e}}ter B{\'{a}}ndi and
Wouter Bulten and
John{-}Melle Bokhorst and
Francesco Ciompi and
Jeroen van der Laak},
title = {Quantifying the effects of data augmentation and stain color normalization
in convolutional neural networks for computational pathology},
journal = {CoRR},
volume = {abs/1902.06543},
year = {2019},
url = {http://arxiv.org/abs/1902.06543},
eprinttype = {arXiv},
eprint = {1902.06543},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-06543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-09063,
author = {Amber L. Simpson and
Michela Antonelli and
Spyridon Bakas and
Michel Bilello and
Keyvan Farahani and
Bram van Ginneken and
Annette Kopp{-}Schneider and
Bennett A. Landman and
Geert Litjens and
Bjoern H. Menze and
Olaf Ronneberger and
Ronald M. Summers and
Patrick Bilic and
Patrick Ferdinand Christ and
Richard K. G. Do and
Marc Gollub and
Jennifer Golia{-}Pernicka and
Stephan Heckers and
William R. Jarnagin and
Maureen McHugo and
Sandy Napel and
Eugene Vorontsov and
Lena Maier{-}Hein and
M. Jorge Cardoso},
title = {A large annotated medical image dataset for the development and evaluation
of segmentation algorithms},
journal = {CoRR},
volume = {abs/1902.09063},
year = {2019},
url = {http://arxiv.org/abs/1902.09063},
eprinttype = {arXiv},
eprint = {1902.09063},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-09063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-06820,
author = {Koen Dercksen and
Wouter Bulten and
Geert Litjens},
title = {Dealing with Label Scarcity in Computational Pathology: {A} Use Case
in Prostate Cancer Classification},
journal = {CoRR},
volume = {abs/1905.06820},
year = {2019},
url = {http://arxiv.org/abs/1905.06820},
eprinttype = {arXiv},
eprint = {1905.06820},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-06820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-07980,
author = {Wouter Bulten and
Hans Pinckaers and
Hester van Boven and
Robert Vink and
Thomas de Bel and
Bram van Ginneken and
Jeroen van der Laak and
Christina A. Hulsbergen van de Kaa and
Geert Litjens},
title = {Automated Gleason Grading of Prostate Biopsies using Deep Learning},
journal = {CoRR},
volume = {abs/1907.07980},
year = {2019},
url = {http://arxiv.org/abs/1907.07980},
eprinttype = {arXiv},
eprint = {1907.07980},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-07980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-10470,
author = {Hans Pinckaers and
Geert Litjens},
title = {Neural Ordinary Differential Equations for Semantic Segmentation of
Individual Colon Glands},
journal = {CoRR},
volume = {abs/1910.10470},
year = {2019},
url = {http://arxiv.org/abs/1910.10470},
eprinttype = {arXiv},
eprint = {1910.10470},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-10470.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04432,
author = {Hans Pinckaers and
Bram van Ginneken and
Geert Litjens},
title = {Streaming convolutional neural networks for end-to-end learning with
multi-megapixel images},
journal = {CoRR},
volume = {abs/1911.04432},
year = {2019},
url = {http://arxiv.org/abs/1911.04432},
eprinttype = {arXiv},
eprint = {1911.04432},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/TellezBOLVBWVMK18,
author = {David Tellez and
Maschenka Balkenhol and
Irene Otte{-}H{\"{o}}ller and
Rob van de Loo and
Rob Vogels and
Peter Bult and
Carla Wauters and
Willem Vreuls and
Suzanne Mol and
Nico Karssemeijer and
Geert Litjens and
Jeroen van der Laak and
Francesco Ciompi},
title = {Whole-Slide Mitosis Detection in H{\&}E Breast Histology Using
{PHH3} as a Reference to Train Distilled Stain-Invariant Convolutional
Networks},
journal = {{IEEE} Trans. Medical Imaging},
volume = {37},
number = {9},
pages = {2126--2136},
year = {2018},
url = {https://doi.org/10.1109/TMI.2018.2820199},
doi = {10.1109/TMI.2018.2820199},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/TellezBOLVBWVMK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BelHLL18,
author = {Thomas de Bel and
Meyke Hermsen and
Geert Litjens and
Jeroen van der Laak},
editor = {Danail Stoyanov and
Zeike Taylor and
Francesco Ciompi and
Yanwu Xu and
Anne L. Martel and
Lena Maier{-}Hein and
Nasir M. Rajpoot and
Jeroen van der Laak and
Mitko Veta and
Stephen J. McKenna and
David R. J. Snead and
Emanuele Trucco and
Mona Kathryn Garvin and
Xin Jan Chen and
Hrvoje Bogunovic},
title = {Structure Instance Segmentation in Renal Tissue: {A} Case Study on
Tubular Immune Cell Detection},
booktitle = {Computational Pathology and Ophthalmic Medical Image Analysis - First
International Workshop, {COMPAY} 2018, and 5th International Workshop,
{OMIA} 2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain,
September 16-20, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11039},
pages = {112--119},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00949-6\_14},
doi = {10.1007/978-3-030-00949-6\_14},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BelHLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midp/BultenKLL18,
author = {Wouter Bulten and
Christina A. Hulsbergen van de Kaa and
Jeroen van der Laak and
Geert J. S. Litjens},
editor = {John E. Tomaszewski and
Metin N. Gurcan},
title = {Automated segmentation of epithelial tissue in prostatectomy slides
using deep learning},
booktitle = {Medical Imaging 2018: Digital Pathology, Houston, Texas, United States,
10-15 February 2018},
series = {{SPIE} Proceedings},
volume = {10581},
pages = {105810S},
publisher = {{SPIE}},
year = {2018},
url = {https://doi.org/10.1117/12.2292872},
doi = {10.1117/12.2292872},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midp/BultenKLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midp/GeijsILL18,
author = {Daan J. Geijs and
Milad Intezar and
Jeroen A. W. M. van der Laak and
Geert J. S. Litjens},
editor = {John E. Tomaszewski and
Metin N. Gurcan},
title = {Automatic color unmixing of {IHC} stained whole slide images},
booktitle = {Medical Imaging 2018: Digital Pathology, Houston, Texas, United States,
10-15 February 2018},
series = {{SPIE} Proceedings},
volume = {10581},
pages = {105810L},
publisher = {{SPIE}},
year = {2018},
url = {https://doi.org/10.1117/12.2293734},
doi = {10.1117/12.2293734},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midp/GeijsILL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midp/TellezBKLLC18,
author = {David Tellez and
Maschenka Balkenhol and
Nico Karssemeijer and
Geert Litjens and
Jeroen van der Laak and
Francesco Ciompi},
editor = {John E. Tomaszewski and
Metin N. Gurcan},
title = {H{\&}E stain augmentation improves generalization of convolutional
networks for histopathological mitosis detection},
booktitle = {Medical Imaging 2018: Digital Pathology, Houston, Texas, United States,
10-15 February 2018},
series = {{SPIE} Proceedings},
volume = {10581},
pages = {105810Z},
publisher = {{SPIE}},
year = {2018},
url = {https://doi.org/10.1117/12.2293048},
doi = {10.1117/12.2293048},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midp/TellezBKLLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midp/BelHSHLL18,
author = {Thomas de Bel and
Meyke Hermsen and
Bart Smeets and
Luuk Hilbrands and
Jeroen van der Laak and
Geert Litjens},
editor = {John E. Tomaszewski and
Metin N. Gurcan},
title = {Automatic segmentation of histopathological slides of renal tissue
using deep learning},
booktitle = {Medical Imaging 2018: Digital Pathology, Houston, Texas, United States,
10-15 February 2018},
series = {{SPIE} Proceedings},
volume = {10581},
pages = {1058112},
publisher = {{SPIE}},
year = {2018},
url = {https://doi.org/10.1117/12.2293717},
doi = {10.1117/12.2293717},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midp/BelHSHLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-05471,
author = {Zhang Li and
Zheyu Hu and
Jiaolong Xu and
Tao Tan and
Hui Chen and
Zhi Duan and
Ping Liu and
Jun Tang and
Guoping Cai and
Quchang Ouyang and
Yuling Tang and
Geert Litjens and
Qiang Li},
title = {Computer-aided diagnosis of lung carcinoma using deep learning - a
pilot study},
journal = {CoRR},
volume = {abs/1803.05471},
year = {2018},
url = {http://arxiv.org/abs/1803.05471},
eprinttype = {arXiv},
eprint = {1803.05471},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-05471.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-05712,
author = {Hans Pinckaers and
Geert J. S. Litjens},
title = {Training convolutional neural networks with megapixel images},
journal = {CoRR},
volume = {abs/1804.05712},
year = {2018},
url = {http://arxiv.org/abs/1804.05712},
eprinttype = {arXiv},
eprint = {1804.05712},
timestamp = {Thu, 18 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-05712.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-07098,
author = {Wouter Bulten and
Geert Litjens},
title = {Unsupervised Prostate Cancer Detection on H{\&}E using Convolutional
Adversarial Autoencoders},
journal = {CoRR},
volume = {abs/1804.07098},
year = {2018},
url = {http://arxiv.org/abs/1804.07098},
eprinttype = {arXiv},
eprint = {1804.07098},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-07098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-05883,
author = {Wouter Bulten and
P{\'{e}}ter B{\'{a}}ndi and
Jeffrey Hoven and
Rob van de Loo and
Johannes Lotz and
Nick Weiss and
Jeroen van der Laak and
Bram van Ginneken and
Christina A. Hulsbergen van de Kaa and
Geert Litjens},
title = {Epithelium segmentation using deep learning in H{\&}E-stained
prostate specimens with immunohistochemistry as reference standard},
journal = {CoRR},
volume = {abs/1808.05883},
year = {2018},
url = {http://arxiv.org/abs/1808.05883},
eprinttype = {arXiv},
eprint = {1808.05883},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-05883.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-05896,
author = {David Tellez and
Maschenka Balkenhol and
Irene Otte{-}H{\"{o}}ller and
Rob van de Loo and
Rob Vogels and
Peter Bult and
Carla Wauters and
Willem Vreuls and
Suzanne Mol and
Nico Karssemeijer and
Geert Litjens and
Jeroen van der Laak and
Francesco Ciompi},
title = {Whole-Slide Mitosis Detection in H{\&}E Breast Histology Using
{PHH3} as a Reference to Train Distilled Stain-Invariant Convolutional
Networks},
journal = {CoRR},
volume = {abs/1808.05896},
year = {2018},
url = {http://arxiv.org/abs/1808.05896},
eprinttype = {arXiv},
eprint = {1808.05896},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-05896.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02840,
author = {David Tellez and
Geert Litjens and
Jeroen van der Laak and
Francesco Ciompi},
title = {Neural Image Compression for Gigapixel Histopathology Image Analysis},
journal = {CoRR},
volume = {abs/1811.02840},
year = {2018},
url = {http://arxiv.org/abs/1811.02840},
eprinttype = {arXiv},
eprint = {1811.02840},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-02840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/SteensBWLVMBLFK17,
author = {Stefan C. A. Steens and
Elise M. Bekers and
Willem L. J. Weijs and
Geert J. S. Litjens and
Andor Veltien and
Arie Maat and
Guido B. van den Broek and
Jeroen A. W. M. van der Laak and
Jurgen J. F{\"{u}}tterer and
Christina A. Hulsbergen van de Kaa and
Matthias A. W. Merkx and
Robert P. Takes},
title = {Evaluation of tongue squamous cell carcinoma resection margins using
ex-vivo {MR}},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {12},
number = {5},
pages = {821--828},
year = {2017},
url = {https://doi.org/10.1007/s11548-017-1524-6},
doi = {10.1007/S11548-017-1524-6},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/SteensBWLVMBLFK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/KooiLGGSMHK17,
author = {Thijs Kooi and
Geert Litjens and
Bram van Ginneken and
Albert Gubern{-}M{\'{e}}rida and
Clara I. S{\'{a}}nchez and
Ritse Mann and
Ard den Heeten and
Nico Karssemeijer},
title = {Large scale deep learning for computer aided detection of mammographic
lesions},
journal = {Medical Image Anal.},
volume = {35},
pages = {303--312},
year = {2017},
url = {https://doi.org/10.1016/j.media.2016.07.007},
doi = {10.1016/J.MEDIA.2016.07.007},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/KooiLGGSMHK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/LitjensKBSCGLGS17,
author = {Geert Litjens and
Thijs Kooi and
Babak Ehteshami Bejnordi and
Arnaud Arindra Adiyoso Setio and
Francesco Ciompi and
Mohsen Ghafoorian and
Jeroen A. W. M. van der Laak and
Bram van Ginneken and
Clara I. S{\'{a}}nchez},
title = {A survey on deep learning in medical image analysis},
journal = {Medical Image Anal.},
volume = {42},
pages = {60--88},
year = {2017},
url = {https://doi.org/10.1016/j.media.2017.07.005},
doi = {10.1016/J.MEDIA.2017.07.005},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/LitjensKBSCGLGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/CiompiGBSBLGNL17,
author = {Francesco Ciompi and
Oscar Geessink and
Babak Ehteshami Bejnordi and
Gabriel Silva de Souza and
Alexi Baidoshvili and
Geert Litjens and
Bram van Ginneken and
Iris Nagtegaal and
Jeroen van der Laak},
title = {The importance of stain normalization in colorectal tissue classification
with convolutional networks},
booktitle = {14th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2017, Melbourne, Australia, April 18-21, 2017},
pages = {160--163},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISBI.2017.7950492},
doi = {10.1109/ISBI.2017.7950492},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/CiompiGBSBLGNL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/BandiLIGCGLL17,
author = {P{\'{e}}ter B{\'{a}}ndi and
Rob van de Loo and
Milad Intezar and
Daan Geijs and
Francesco Ciompi and
Bram van Ginneken and
Jeroen van der Laak and
Geert Litjens},
title = {Comparison of different methods for tissue segmentation in histopathological
whole-slide images},
booktitle = {14th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2017, Melbourne, Australia, April 18-21, 2017},
pages = {591--595},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISBI.2017.7950590},
doi = {10.1109/ISBI.2017.7950590},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/BandiLIGCGLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LitjensKBSCGLGS17,
author = {Geert Litjens and
Thijs Kooi and
Babak Ehteshami Bejnordi and
Arnaud Arindra Adiyoso Setio and
Francesco Ciompi and
Mohsen Ghafoorian and
Jeroen A. W. M. van der Laak and
Bram van Ginneken and
Clara I. S{\'{a}}nchez},
title = {A Survey on Deep Learning in Medical Image Analysis},
journal = {CoRR},
volume = {abs/1702.05747},
year = {2017},
url = {http://arxiv.org/abs/1702.05747},
eprinttype = {arXiv},
eprint = {1702.05747},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LitjensKBSCGLGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CiompiGBSBLGNL17,
author = {Francesco Ciompi and
Oscar Geessink and
Babak Ehteshami Bejnordi and
Gabriel Silva de Souza and
Alexi Baidoshvili and
Geert Litjens and
Bram van Ginneken and
Iris Nagtegaal and
Jeroen van der Laak},
title = {The importance of stain normalization in colorectal tissue classification
with convolutional networks},
journal = {CoRR},
volume = {abs/1702.05931},
year = {2017},
url = {http://arxiv.org/abs/1702.05931},
eprinttype = {arXiv},
eprint = {1702.05931},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CiompiGBSBLGNL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BandiLIGCGLL17,
author = {P{\'{e}}ter B{\'{a}}ndi and
Rob van de Loo and
Milad Intezar and
Daan Geijs and
Francesco Ciompi and
Bram van Ginneken and
Jeroen van der Laak and
Geert Litjens},
title = {Comparison of Different Methods for Tissue Segmentation in Histopathological
Whole-Slide Images},
journal = {CoRR},
volume = {abs/1703.05990},
year = {2017},
url = {http://arxiv.org/abs/1703.05990},
eprinttype = {arXiv},
eprint = {1703.05990},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BandiLIGCGLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BejnordiZBHBGKL17,
author = {Babak Ehteshami Bejnordi and
Guido C. A. Zuidhof and
Maschenka Balkenhol and
Meyke Hermsen and
Peter Bult and
Bram van Ginneken and
Nico Karssemeijer and
Geert Litjens and
Jeroen van der Laak},
title = {Context-aware stacked convolutional neural networks for classification
of breast carcinomas in whole-slide histopathology images},
journal = {CoRR},
volume = {abs/1705.03678},
year = {2017},
url = {http://arxiv.org/abs/1705.03678},
eprinttype = {arXiv},
eprint = {1705.03678},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BejnordiZBHBGKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BejnordiLTOHKL16,
author = {Babak Ehteshami Bejnordi and
Geert Litjens and
Nadya Timofeeva and
Irene Otte{-}H{\"{o}}ller and
Andr{\'{e}} Homeyer and
Nico Karssemeijer and
Jeroen A. W. M. van der Laak},
title = {Stain Specific Standardization of Whole-Slide Histopathological Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {35},
number = {2},
pages = {404--415},
year = {2016},
url = {https://doi.org/10.1109/TMI.2015.2476509},
doi = {10.1109/TMI.2015.2476509},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/BejnordiLTOHKL16.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/tmi/BejnordiBLHBKL16,
author = {Babak Ehteshami Bejnordi and
Maschenka Balkenhol and
Geert Litjens and
Roland Holland and
Peter Bult and
Nico Karssemeijer and
Jeroen A. W. M. van der Laak},
title = {Automated Detection of {DCIS} in Whole-Slide H{\&}E Stained Breast
Histopathology Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {35},
number = {9},
pages = {2141--2150},
year = {2016},
url = {https://doi.org/10.1109/TMI.2016.2550620},
doi = {10.1109/TMI.2016.2550620},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/BejnordiBLHBKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midp/LitjensSG16,
author = {Geert Litjens and
Kai Safferling and
Niels Grabe},
editor = {Metin N. Gurcan and
Anant Madabhushi},
title = {Automated robust registration of grossly misregistered whole-slide
images with varying stains},
booktitle = {Medical Imaging 2016: Digital Pathology, San Diego, California, United
States, 27 February - 3 March 2016},
series = {{SPIE} Proceedings},
volume = {9791},
pages = {979103},
publisher = {{SPIE}},
year = {2016},
url = {https://doi.org/10.1117/12.2216672},
doi = {10.1117/12.2216672},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midp/LitjensSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GhafoorianKHUSL16,
author = {Mohsen Ghafoorian and
Nico Karssemeijer and
Tom Heskes and
Inge van Uden and
Clara I. S{\'{a}}nchez and
Geert Litjens and
Frank{-}Erik de Leeuw and
Bram van Ginneken and
Elena Marchiori and
Bram Platel},
title = {Location Sensitive Deep Convolutional Neural Networks for Segmentation
of White Matter Hyperintensities},
journal = {CoRR},
volume = {abs/1610.04834},
year = {2016},
url = {http://arxiv.org/abs/1610.04834},
eprinttype = {arXiv},
eprint = {1610.04834},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GhafoorianKHUSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midp/BejnordiLHKL15,
author = {Babak Ehteshami Bejnordi and
Geert Litjens and
Meyke Hermsen and
Nico Karssemeijer and
Jeroen A. W. M. van der Laak},
editor = {Metin N. Gurcan and
Anant Madabhushi},
title = {A multi-scale superpixel classification approach to the detection
of regions of interest in whole slide histopathology images},
booktitle = {Medical Imaging 2015: Digital Pathology, Orlando, Florida, United
States, 21-26 February 2015},
series = {{SPIE} Proceedings},
volume = {9420},
pages = {94200H},
publisher = {{SPIE}},
year = {2015},
url = {https://doi.org/10.1117/12.2081768},
doi = {10.1117/12.2081768},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midp/BejnordiLHKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midp/LitjensBTSKKL15,
author = {Geert Litjens and
Babak Ehteshami Bejnordi and
Nadya Timofeeva and
G. Swadi and
Iringo Kovacs and
Christina A. Hulsbergen van de Kaa and
Jeroen van der Laak},
editor = {Metin N. Gurcan and
Anant Madabhushi},
title = {Automated detection of prostate cancer in digitized whole-slide images
of {H} and E-stained biopsy specimens},
booktitle = {Medical Imaging 2015: Digital Pathology, Orlando, Florida, United
States, 21-26 February 2015},
series = {{SPIE} Proceedings},
volume = {9420},
pages = {94200B},
publisher = {{SPIE}},
year = {2015},
url = {https://doi.org/10.1117/12.2081366},
doi = {10.1117/12.2081366},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midp/LitjensBTSKKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/LitjensTVHKGVGBZSMODKJYQGEMHGMDBHM14,
author = {Geert Litjens and
Robert Toth and
Wendy J. M. van de Ven and
Caroline Hoeks and
Sjoerd Kerkstra and
Bram van Ginneken and
Graham Vincent and
Gwena{\"{e}}l Guillard and
Neil Birbeck and
Jindang Zhang and
Robin Strand and
Filip Malmberg and
Yangming Ou and
Christos Davatzikos and
Matthias Kirschner and
Florian Jung and
Jing Yuan and
Wu Qiu and
Qinquan Gao and
Philip J. Edwards and
Bianca Maan and
Ferdinand van der Heijden and
Soumya Ghose and
Jhimli Mitra and
Jason Dowling and
Dean C. Barratt and
Henkjan J. Huisman and
Anant Madabhushi},
title = {Evaluation of prostate segmentation algorithms for {MRI:} The {PROMISE12}
challenge},
journal = {Medical Image Anal.},
volume = {18},
number = {2},
pages = {359--373},
year = {2014},
url = {https://doi.org/10.1016/j.media.2013.12.002},
doi = {10.1016/J.MEDIA.2013.12.002},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/LitjensTVHKGVGBZSMODKJYQGEMHGMDBHM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/LitjensDBKH14,
author = {Geert Litjens and
Oscar Debats and
Jelle O. Barentsz and
Nico Karssemeijer and
Henkjan J. Huisman},
title = {Computer-Aided Detection of Prostate Cancer in {MRI}},
journal = {{IEEE} Trans. Medical Imaging},
volume = {33},
number = {5},
pages = {1083--1092},
year = {2014},
url = {https://doi.org/10.1109/TMI.2014.2303821},
doi = {10.1109/TMI.2014.2303821},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/LitjensDBKH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/LitjensESFBKKHM14,
author = {Geert J. S. Litjens and
R. Elliott and
Natalie Shih and
Michael D. Feldman and
Jelle O. Barentsz and
Christina A. Hulsbergen van de Kaa and
Iringo Kovacs and
Henkjan J. Huisman and
Anant Madabhushi},
editor = {Stephen R. Aylward and
Lubomir M. Hadjiiski},
title = {Distinguishing prostate cancer from benign confounders via a cascaded
classifier on multi-parametric {MRI}},
booktitle = {Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, California,
United States, 15-20 February 2014},
series = {{SPIE} Proceedings},
volume = {9035},
pages = {903512},
publisher = {{SPIE}},
year = {2014},
url = {https://doi.org/10.1117/12.2043751},
doi = {10.1117/12.2043751},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/LitjensESFBKKHM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miigp/LitjensHESFVFBM14,
author = {Geert Litjens and
Henkjan J. Huisman and
R. Elliott and
Natalie Shih and
Michael D. Feldman and
Satish Viswanath and
Jurgen J. F{\"{u}}tterer and
J. Bomers and
Anant Madabhushi},
editor = {Ziv R. Yaniv and
David R. Holmes III},
title = {Distinguishing benign confounding treatment changes from residual
prostate cancer on {MRI} following laser ablation},
booktitle = {Medical Imaging 2014: Image-Guided Procedures, Robotic Interventions,
and Modeling, San Diego, California, United States, 15-20 February
2014},
series = {{SPIE} Proceedings},
volume = {9036},
pages = {90361D},
publisher = {{SPIE}},
year = {2014},
url = {https://doi.org/10.1117/12.2043819},
doi = {10.1117/12.2043819},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miigp/LitjensHESFVFBM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/LitjensBKH12,
author = {Geert J. S. Litjens and
Jelle O. Barentsz and
Nico Karssemeijer and
Henkjan J. Huisman},
editor = {Bram van Ginneken and
Carol L. Novak},
title = {Automated computer-aided detection of prostate cancer in {MR} images:
from a whole-organ to a zone-based approach},
booktitle = {Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, California,
United States, 4-9 February 2012},
series = {{SPIE} Proceedings},
volume = {8315},
pages = {83150G},
publisher = {{SPIE}},
year = {2012},
url = {https://doi.org/10.1117/12.911061},
doi = {10.1117/12.911061},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/LitjensBKH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LitjensDVKH12,
author = {Geert Litjens and
Oscar Debats and
Wendy J. M. van de Ven and
Nico Karssemeijer and
Henkjan J. Huisman},
editor = {Nicholas Ayache and
Herv{\'{e}} Delingette and
Polina Golland and
Kensaku Mori},
title = {A Pattern Recognition Approach to Zonal Segmentation of the Prostate
on {MRI}},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2012 - 15th International Conference, Nice, France, October 1-5, 2012,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7511},
pages = {413--420},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33418-4\_51},
doi = {10.1007/978-3-642-33418-4\_51},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LitjensDVKH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/LitjensVBKH11,
author = {Geert J. S. Litjens and
Pieter C. Vos and
Jelle O. Barentsz and
Nico Karssemeijer and
Henkjan J. Huisman},
editor = {Ronald M. Summers and
Bram van Ginneken},
title = {Automatic computer aided detection of abnormalities in multi-parametric
prostate {MRI}},
booktitle = {Medical Imaging 2011: Computer-Aided Diagnosis, Lake Buena Vista (Orlando),
Florida, United States, 12-17 February 2011},
series = {{SPIE} Proceedings},
volume = {7963},
pages = {79630T},
publisher = {{SPIE}},
year = {2011},
url = {https://doi.org/10.1117/12.877844},
doi = {10.1117/12.877844},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/LitjensVBKH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VenLBHH11,
author = {Wendy J. M. van de Ven and
Geert J. S. Litjens and
Jelle O. Barentsz and
Thomas Hambrock and
Henkjan J. Huisman},
editor = {Anant Madabhushi and
Jason Dowling and
Henkjan J. Huisman and
Dean C. Barratt},
title = {Required Accuracy of {MR-US} Registration for Prostate Biopsies},
booktitle = {Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions
- International Workshop, Held in Conjunction with {MICCAI} 2011,
Toronto, Canada, September 22, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6963},
pages = {92--99},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23944-1\_10},
doi = {10.1007/978-3-642-23944-1\_10},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/VenLBHH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/LitjensHBR10,
author = {Geert J. S. Litjens and
Marieke Heisen and
Johannes Buurman and
Bart M. ter Haar Romeny},
title = {Pharmacokinetic models in clinical practice: what model to use for
{DCE-MRI} of the breast?},
booktitle = {Proceedings of the 2010 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April,
2010},
pages = {185--188},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISBI.2010.5490382},
doi = {10.1109/ISBI.2010.5490382},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/LitjensHBR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HuismanVLHB10,
author = {Henkjan J. Huisman and
Pieter C. Vos and
Geert Litjens and
Thomas Hambrock and
Jelle O. Barentsz},
editor = {Anant Madabhushi and
Jason Dowling and
Pingkun Yan and
Aaron Fenster and
Purang Abolmaesumi and
Nobuhiko Hata},
title = {Computer Aided Detection of Prostate Cancer Using T2, {DWI} and {DCE}
{MRI:} Methods and Clinical Applications},
booktitle = {Prostate Cancer Imaging. Computer-Aided Diagnosis, Prognosis, and
Intervention - International Workshop, Held in Conjunction with {MICCAI}
2010, Beijing, China, September 24, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6367},
pages = {4--14},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15989-3\_2},
doi = {10.1007/978-3-642-15989-3\_2},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/HuismanVLHB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LitjensHSJVG10,
author = {Geert J. S. Litjens and
Laurens Hogeweg and
Arnold M. R. Schilham and
Pim A. de Jong and
Max A. Viergever and
Bram van Ginneken},
editor = {Tianzi Jiang and
Nassir Navab and
Josien P. W. Pluim and
Max A. Viergever},
title = {Simulation of Nodules and Diffuse Infiltrates in Chest Radiographs
Using {CT} Templates},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2010, 13th International Conference, Beijing, China, September 20-24,
2010, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6362},
pages = {396--403},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15745-5\_49},
doi = {10.1007/978-3-642-15745-5\_49},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LitjensHSJVG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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