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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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