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@inproceedings{DBLP:conf/midl/0001CCKRM19, author = {Daniel Toth and Serkan Cimen and Pascal Ceccaldi and Tanja Kurzendorfer and Kawal S. Rhode and Peter Mountney}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Training Deep Networks on Domain Randomized Synthetic X-ray Data for Cardiac Interventions}, 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 = {468--482}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/toth19a.html}, timestamp = {Mon, 08 Jul 2019 16:13:41 +0200}, biburl = {https://dblp.org/rec/conf/midl/0001CCKRM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/AbdiBAF19, author = {Amir H. Abdi and Heather Borgard and Purang Abolmaesumi and Sidney S. Fels}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {AnatomyGen: Deep Anatomy Generation From Dense Representation With Applications in Mandible Synthesis}, 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 = {4--14}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/abdi19a.html}, timestamp = {Wed, 11 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/AbdiBAF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/AndrearczykFOMD19, author = {Vincent Andrearczyk and Julien Fageot and Valentin Oreiller and Xavier Montet and Adrien Depeursinge}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Exploring local rotation invariance in 3D CNNs with steerable filters}, 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 = {15--26}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/andrearczyk19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/AndrearczykFOMD19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/BalsigerSCM019, author = {Fabian Balsiger and Olivier Scheidegger and Pierre G. Carlier and Benjamin Marty and Mauricio Reyes}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {On the Spatial and Temporal Influence for the Reconstruction of Magnetic Resonance Fingerprinting}, 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 = {27--38}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/balsiger19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/BalsigerSCM019.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/BassDBACCPB19, author = {Cher Bass and Tianhong Dai and Benjamin Billot and Kai Arulkumaran and Antonia Creswell and Claudia Clopath and Vincenzo De Paola and Anil Anthony Bharath}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Image Synthesis with a Convolutional Capsule Generative Adversarial Network}, 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 = {39--62}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/bass19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/BassDBACCPB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/BaurWAN19, author = {Christoph Baur and Benedikt Wiestler and Shadi Albarqouni and Nassir Navab}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Fusing Unsupervised and Supervised Deep Learning for White Matter Lesion Segmentation}, 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 = {63--72}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/baur19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/BaurWAN19.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/midl/BlendowskiH19, author = {Max Blendowski and Mattias P. Heinrich}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Learning interpretable multi-modal features for alignment with supervised iterative descent}, 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 = {73--83}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/blendowski19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/BlendowskiH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/BokhorstPZNLC19, author = {John{-}Melle Bokhorst and Hans Pinckaers and Peter van Zwam and Iris Nagtegaal and Jeroen van der Laak and Francesco Ciompi}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Learning from sparsely annotated data for semantic segmentation in histopathology images}, 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 = {84--91}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/bokhorst19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/BokhorstPZNLC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/BurlutskiyPGHAB19, author = {Nikolay Burlutskiy and Nicolas Pinchaud and Feng Gu and Daniel H{\"{a}}gg and Mats Andersson and Lars Bj{\"{o}}rk and Kristian Eur{\'{e}}n and Cristina Svensson and Lena Kajland Wil{\'{e}}n and Martin Hedlund}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Segmenting Potentially Cancerous Areas in Prostate Biopsies using Semi-Automatically Annotated Data}, 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 = {92--108}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/burlutskiy19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/BurlutskiyPGHAB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/ChenMXHH19, author = {Haomin Chen and Shun Miao and Daguang Xu and Gregory D. Hager and Adam P. Harrison}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Deep Hierarchical Multi-label Classification of Chest X-ray Images}, 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 = {109--120}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/chen19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/ChenMXHH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/CombaliaPGAVMPM19, author = {Marc Combalia and Javiera P{\'{e}}rez{-}Anker and Adriana Garc{\'{\i}}a{-}Herrera and Ll{\'{u}}cia Alos and Ver{\'{o}}nica Vilaplana and Ferran Marqu{\'{e}}s and Susana Puig and Josep Malvehy}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Digitally Stained Confocal Microscopy through Deep Learning}, 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 = {121--129}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/combalia19a.html}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/CombaliaPGAVMPM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/DaiDACBBUPCB19, author = {Tianhong Dai and Magda Dubois and Kai Arulkumaran and Jonathan Campbell and Cher Bass and Benjamin Billot and Fatmat{\"{u}}lzehra Uslu and Vincenzo De Paola and Claudia Clopath and Anil Anthony Bharath}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Deep Reinforcement Learning for Subpixel Neural Tracking}, 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 = {130--150}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/dai19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/DaiDACBBUPCB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/DorentLEOV19, author = {Reuben Dorent and Wenqi Li and Jinendra Ekanayake and S{\'{e}}bastien Ourselin and Tom Vercauteren}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Learning joint lesion and tissue segmentation from task-specific hetero-modal datasets}, 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 = {164--174}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/dorent19a.html}, timestamp = {Fri, 11 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/midl/DorentLEOV19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/GadermayrGKBM19, author = {Michael Gadermayr and Laxmi Gupta and Barbara Mara Klinkhammer and Peter Boor and Dorit Merhof}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations}, 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 = {175--184}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/gadermayr19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/GadermayrGKBM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/GeyerCW19, author = {Robin Geyer and Luca Corinzia and Viktor Wegmayr}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Transfer Learning by Adaptive Merging of Multiple Models}, 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 = {185--196}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/geyer19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/GeyerCW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/GorrizAMNO19, author = {Marc G{\'{o}}rriz and Joseph Antony and Kevin McGuinness and Xavier Gir{\'{o}}{-}i{-}Nieto and Noel E. O'Connor}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Assessing Knee {OA} Severity with {CNN} attention-based end-to-end architectures}, 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 = {197--214}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/gorriz19a.html}, timestamp = {Thu, 30 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/GorrizAMNO19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/GuptaKBMG19, author = {Laxmi Gupta and Barbara Mara Klinkhammer and Peter Boor and Dorit Merhof and Michael Gadermayr}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Iterative learning to make the most of unlabeled and quickly obtained labeled data in histology}, 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 = {215--224}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/gupta19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/GuptaKBMG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/GuptaVCL19, author = {Anant Gupta and Srivas Venkatesh and Sumit Chopra and Christian Ledig}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Generative Image Translation for Data Augmentation of Bone Lesion Pathology}, 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 = {225--235}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/gupta19b.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/GuptaVCL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/HagenahKSE19, author = {Jannis Hagenah and Kenneth K{\"{u}}hl and Michael Scharfschwerdt and Floris Ernst}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Cluster Analysis in Latent Space: Identifying Personalized Aortic Valve Prosthesis Shapes using Deep Representations}, 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 = {236--249}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/hagenah19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/HagenahKSE19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/HansenH19, author = {Lasse Hansen and Mattias P. Heinrich}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Sparse Structured Prediction for Semantic Edge Detection in Medical Images}, 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 = {250--259}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/hansen19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/HansenH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/HashemiPWG19, author = {Seyed Raein Hashemi and Sanjay P. Prabhu and Simon K. Warfield and Ali Gholipour}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Exclusive Independent Probability Estimation using Deep 3D Fully Convolutional DenseNets: Application to IsoIntense Infant Brain {MRI} Segmentation}, 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 = {260--272}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/hashemi19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/HashemiPWG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/HuangYQYWM19, author = {Qiaoying Huang and Dong Yang and Hui Qu and Jingru Yi and Pengxiang Wu and Dimitris N. Metaxas}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Dynamic {MRI} Reconstruction with Motion-Guided Network}, 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 = {275--284}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/huang19a.html}, timestamp = {Tue, 21 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/HuangYQYWM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/KervadecBDGDA19, author = {Hoel Kervadec and Jihene Bouchtiba and Christian Desrosiers and Eric Granger and Jose Dolz and Ismail Ben Ayed}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Boundary loss for highly unbalanced segmentation}, 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 = {285--296}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/kervadec19a.html}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/midl/KervadecBDGDA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/KiaM19, author = {Seyed Mostafa Kia and Andre F. Marquand}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data}, 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 = {297--314}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/kia19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/KiaM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/LafargeCCPSV19, author = {Maxime W. Lafarge and Juan C. Caicedo and Anne E. Carpenter and Josien P. W. Pluim and Shantanu Singh and Mitko Veta}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Capturing Single-Cell Phenotypic Variation via Unsupervised Representation Learning}, 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 = {315--325}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/lafarge19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/LafargeCCPSV19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/LeeCJ19, author = {Kyungmoon Lee and Min{-}Kook Choi and Heechul Jung}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {DavinciGAN: Unpaired Surgical Instrument Translation for Data Augmentation}, 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 = {326--336}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/lee19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/LeeCJ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/LiefersGKGS19, author = {Bart Liefers and Cristina Gonz{\'{a}}lez{-}Gonzalo and Caroline Klaver and Bram van Ginneken and Clara I. S{\'{a}}nchez}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Dense Segmentation in Selected Dimensions: Application to Retinal Optical Coherence Tomography}, 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 = {337--346}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/liefers19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/LiefersGKGS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/LossauNWHSMG19, author = {Tanja Lossau and Hannes Nickisch and Tobias Wissel and Samer Hakmi and Clemens Spink and Michael M. Morlock and Michael Grass}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Dynamic Pacemaker Artifact Removal (DyPAR) from {CT} Data using CNNs}, 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 = {347--357}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/lossau-nee-elss-19a.html}, timestamp = {Thu, 05 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/LossauNWHSMG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/MaLLMLZZ19, author = {Jiechao Ma and Xiang Li and Hongwei Li and Bjoern H. Menze and Sen Liang and Rongguo Zhang and Wei{-}Shi Zheng}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Group-Attention Single-Shot Detector {(GA-SSD):} Finding Pulmonary Nodules in Large-Scale {CT} Images}, 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 = {358--369}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/ma19a.html}, timestamp = {Thu, 12 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/midl/MaLLMLZZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/NguyenPHWRSSC19, author = {Huu{-}Giao Nguyen and Alessia Pica and Jan Hrbacek and Damien C. Weber and Francesco La Rosa and Ann Schalenbourg and Raphael Sznitman and Meritxell Bach Cuadra}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {A novel segmentation framework for uveal melanoma in magnetic resonance imaging based on class activation maps}, 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 = {370--379}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/nguyen19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/NguyenPHWRSSC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/OksuzCBRPCPKS19, author = {Ilkay {\"{O}}ks{\"{u}}z and James R. Clough and Wenjia Bai and Bram Ruijsink and Esther Puyol{-}Ant{\'{o}}n and Gast{\~{a}}o Cruz and Claudia Prieto and Andrew P. King and Julia A. Schnabel}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {High-quality segmentation of low quality cardiac {MR} images using k-space artefact correction}, 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 = {380--389}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/oksuz19a.html}, timestamp = {Tue, 07 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/midl/OksuzCBRPCPKS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/QuWHYRDM19, author = {Hui Qu and Pengxiang Wu and Qiaoying Huang and Jingru Yi and Gregory M. Riedlinger and Subhajyoti De and Dimitris N. Metaxas}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Weakly Supervised Deep Nuclei Segmentation using Points Annotation in Histopathology Images}, 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 = {390--400}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/qu19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/QuWHYRDM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/RouletSF19, author = {Nicolas Roulet and Diego Fern{\'{a}}ndez Slezak and Enzo Ferrante}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Joint Learning of Brain Lesion and Anatomy Segmentation from Heterogeneous Datasets}, 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 = {401--413}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/roulet19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/RouletSF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/SahaSS19, author = {Oindrila Saha and Rachana Sathish and Debdoot Sheet}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Learning with Multitask Adversaries using Weakly Labelled Data for Semantic Segmentation in Retinal Images}, 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 = {414--426}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/saha19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/SahaSS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/ShawSOC19, author = {Richard Shaw and Carole H. Sudre and S{\'{e}}bastien Ourselin and M. Jorge Cardoso}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {{MRI} k-Space Motion Artefact Augmentation: Model Robustness and Task-Specific Uncertainty}, 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 = {427--436}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/shaw19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/ShawSOC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/SouzaLF19, author = {Roberto Souza and R. Marc Lebel and Richard Frayne}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {A Hybrid, Dual Domain, Cascade of Convolutional Neural Networks for Magnetic Resonance Image Reconstruction}, 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 = {437--446}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/souza19a.html}, timestamp = {Thu, 08 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/SouzaLF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/SudreAILJHVSOJC19, author = {Carole H. Sudre and Beatriz Gomez Anson and Silvia Ingala and Chris D. Lane and Daniel Jimenez and Lukas Haider and Thomas Varsavsky and Lorna Smith and S{\'{e}}bastien Ourselin and Hans Rolf J{\"{a}}ger and M. Jorge Cardoso}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {3D multirater {RCNN} for multimodal multiclass detection and characterisation of extremely small objects}, 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 = {447--456}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/sudre19a.html}, timestamp = {Thu, 28 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/SudreAILJHVSOJC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/TangTXS19, author = {Youbao Tang and Yuxing Tang and Jing Xiao and Ronald M. Summers}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {XLSor: {A} Robust and Accurate Lung Segmentor on Chest X-Rays Using Criss-Cross Attention and Customized Radiorealistic Abnormalities Generation}, 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 = {457--467}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/tang19a.html}, timestamp = {Thu, 03 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/TangTXS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/TousignantLPAA19, author = {Adrian Tousignant and Paul Lema{\^{\i}}tre and Doina Precup and Douglas L. Arnold and Tal Arbel}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Prediction of Disease Progression in Multiple Sclerosis Patients using Deep Learning Analysis of {MRI} Data}, 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 = {483--492}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/tousignant19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/TousignantLPAA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/VedulaSBMZ19, author = {Sanketh Vedula and Ortal Senouf and Grigoriy Zurakhov and Alexander M. Bronstein and Oleg V. Michailovich and Michael Zibulevsky}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Learning beamforming in ultrasound imaging}, 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 = {493--511}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/vedula19a.html}, timestamp = {Thu, 19 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/VedulaSBMZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/X19, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Preface}, 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 = {1--3}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/cardoso19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/X19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/XiaCT19, author = {Tian Xia and Agisilaos Chartsias and Sotirios A. Tsaftaris}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization}, 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 = {512--526}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/xia19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/XiaCT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/XieVGF19, author = {Chensu Xie and Chad M. Vanderbilt and Anne Grabenstetter and Thomas J. Fuchs}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {{VOCA:} Cell Nuclei Detection In Histopathology Images By Vector Oriented Confidence Accumulation}, 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 = {527--539}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/xie19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/XieVGF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/YouTCK19, author = {Suhang You and Kerem Can Tezcan and Xiaoran Chen and Ender Konukoglu}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Unsupervised Lesion Detection via Image Restoration with a Normative Prior}, 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 = {540--556}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/you19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/YouTCK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/ZanjaniMVCCTW19, author = {Farhad Ghazvinian Zanjani and David Anssari Moin and Bas Verheij and Frank Claessen and Teo Cherici and Tao Tan and Peter H. N. de With}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {Deep Learning Approach to Semantic Segmentation in 3D Point Cloud Intra-oral Scans of Teeth}, 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 = {557--571}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/ghazvinian-zanjani19a.html}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/ZanjaniMVCCTW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/ZhangYZLMLHC19, author = {Yizhe Zhang and Lin Yang and Hao Zheng and Peixian Liang and Colleen Mangold and Raquel G. Loreto and David P. Hughes and Danny Z. Chen}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {{SPDA:} Superpixel-based Data Augmentation for Biomedical Image Segmentation}, 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 = {572--587}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/zhang19a.html}, timestamp = {Tue, 13 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/midl/ZhangYZLMLHC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/ZhuangCWZZ19, author = {Jiaxin Zhuang and Jiabin Cai and Ruixuan Wang and Jianguo Zhang and Weishi Zheng}, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {{CARE:} Class Attention to Regions of Lesion for Classification on Imbalanced Data}, 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 = {588--597}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/zhuang19a.html}, timestamp = {Sat, 20 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/ZhuangCWZZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/midl/2019, editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren}, title = {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}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v102/}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/midl/2019.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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