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@inproceedings{DBLP:conf/midl/0001T023,
author = {Yuanyuan Wei and
Roger C. Tam and
Xiaoying Tang},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {MProtoNet: {A} Case-Based Interpretable Model for Brain Tumor Classification
with 3D Multi-parametric Magnetic Resonance Imaging},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1798--1812},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/wei24a.html},
timestamp = {Tue, 20 Feb 2024 17:19:52 +0100},
biburl = {https://dblp.org/rec/conf/midl/0001T023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/0003DM23,
author = {Yilong Yang and
Srinandan Dasmahapatra and
Sasan Mahmoodi},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Rotation-Scale Equivariant Steerable Filters},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {695--715},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/yang24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/0003DM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/0004HHSGS23,
author = {Vu Nguyen and
Prantik Howlader and
Le Hou and
Dimitris Samaras and
Rajarsi R. Gupta and
Joel H. Saltz},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Few Shot Hematopoietic Cell Classification},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1085--1103},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/nguyen24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/0004HHSGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/0007LO23,
author = {Jiacheng Wang and
Kathleen E. Larson and
Ipek Oguz},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Self-Supervised {CSF} Inpainting for Improved Accuracy Validation
of Cortical Surface Analyses},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {170--189},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/wang24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/0007LO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/0015ZYCJL23,
author = {Wei Zhu and
Runtao Zhou and
Yuan Yao and
Timothy Douglas Campbell and
Rajat Kumar Jain and
Jiebo Luo},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {SegPrompt: Using Segmentation Map as a Better Prompt to Finetune Deep
Models for Kidney Stone Classification},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1680--1690},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/zhu24b.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/0015ZYCJL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/0033TFEFD23,
author = {Jian Li and
Greta Tuckute and
Evelina Fedorenko and
Brian L. Edlow and
Bruce Fischl and
Adrian V. Dalca},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Joint cortical registration of geometry and function using semi-supervised
learning},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {862--876},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/li24b.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/0033TFEFD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/AbousamraFYGKES23,
author = {Shahira Abousamra and
Danielle Fassler and
Jiachen Yao and
Rajarsi R. Gupta and
Tahsin M. Kur{\c{c}} and
Luisa F. Escobar{-}Hoyos and
Dimitris Samaras and
Kenneth Shroyer and
Joel H. Saltz and
Chao Chen},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Unsupervised Stain Decomposition via Inversion Regulation for Multiplex
Immunohistochemistry Images},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {74--94},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/abousamra24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/AbousamraFYGKES23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/AbutalipSKE23,
author = {Kudaibergen Abutalip and
Numan Saeed and
Mustaqeem Khan and
Abdulmotaleb El{-}Saddik},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Improving Stain Invariance of CNNs for Segmentation by Fusing Channel
Attention and Domain-Adversarial Training},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1176--1198},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/abutalip24a.html},
timestamp = {Wed, 21 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/AbutalipSKE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/BaoLYRD0CX0CLPW23,
author = {Shunxing Bao and
Ho Hin Lee and
Qi Yang and
Lucas Walker Remedios and
Ruining Deng and
Can Cui and
Leon Yichen Cai and
Kaiwen Xu and
Xin Yu and
Sophie Chiron and
Yike Li and
Nathan Heath Patterson and
Yaohong Wang and
Jia Li and
Qi Liu and
Ken S. Lau and
Joseph T. Roland and
Lori A. Coburn and
Keith T. Wilson and
Bennett A. Landman and
Yuankai Huo},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Alleviating tiling effect by random walk sliding window in high-resolution
histological whole slide image synthesis},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1406--1422},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/bao24a.html},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midl/BaoLYRD0CX0CLPW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/BashkanovREH23,
author = {Oleksii Bashkanov and
Marko Rak and
Lucas Engelage and
Christianus Hansen},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Automatic Patient-level Diagnosis of Prostate Disease with Fused 3D
{MRI} and Tabular Clinical Data},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1225--1238},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/bashkanov24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/BashkanovREH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/BehrendtBKOS23,
author = {Finn Behrendt and
Debayan Bhattacharya and
Julia Kr{\"{u}}ger and
Roland Opfer and
Alexander Schlaefer},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Patched Diffusion Models for Unsupervised Anomaly Detection in Brain
{MRI}},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1019--1032},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/behrendt24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/BehrendtBKOS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/BerceaWRS23,
author = {Cosmin I. Bercea and
Benedikt Wiestler and
Daniel Rueckert and
Julia A. Schnabel},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Generalizing Unsupervised Anomaly Detection: Towards Unbiased Pathology
Screening},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {39--52},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/bercea24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/BerceaWRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/BianXYS0CWP23,
author = {Zhangxing Bian and
Fangxu Xing and
Jinglun Yu and
Muhan Shao and
Yihao Liu and
Aaron Carass and
Jonghye Woo and
Jerry L. Prince},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {{DRIMET:} Deep Registration-based 3D Incompressible Motion Estimation
in Tagged-MRI with Application to the Tongue},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {134--150},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/bian24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/BianXYS0CWP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/BiederWDSC23,
author = {Florentin Bieder and
Julia Wolleb and
Alicia Durrer and
Robin Sandk{\"{u}}hler and
Philippe C. Cattin},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Denoising Diffusion Models for Memory-efficient Processing of 3D Medical
Images},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {552--567},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/bieder24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/BiederWDSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/BosmaPASSJH23,
author = {Joeran Bosma and
Dre Peeters and
Nat{\'{a}}lia Alves and
Anindo Saha and
Zaigham Saghir and
Colin Jacobs and
Henkjan Huisman},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Reproducibility of Training Deep Learning Models for Medical Image
Analysis},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1269--1287},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/bosma24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/BosmaPASSJH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/CaiLNKK0JMSRL23,
author = {Leon Yichen Cai and
Ho Hin Lee and
Nancy Rose Newlin and
Cailey Irene Kerley and
Praitayini Kanakaraj and
Qi Yang and
Graham Walter Johnson and
Daniel Moyer and
Kurt Gregory Schilling and
Francois Rheault and
Bennett A. Landman},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Convolutional-recurrent neural networks approximate diffusion tractography
from T1-weighted {MRI} and associated anatomical context},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1124--1143},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/cai24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/CaiLNKK0JMSRL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/CampbellSTL23,
author = {Alexander Campbell and
Simeon Emilov Spasov and
Nicola Toschi and
Pietro Lio},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {{DBGDGM:} Dynamic Brain Graph Deep Generative Model},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1346--1371},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/campbell24b.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/CampbellSTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/CampbellZPTL23,
author = {Alexander Campbell and
Antonio Giuliano Zippo and
Luca Passamonti and
Nicola Toschi and
Pietro Lio},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {{DBGSL:} Dynamic Brain Graph Structure Learning},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1318--1345},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/campbell24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/CampbellZPTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/CassonLGARMKF23,
author = {Adam Casson and
Siqi Liu and
Ran A. Godrich and
Hamed Aghdam and
Brandon Rothrock and
Kasper Malfroid and
Christopher Kanan and
Thomas J. Fuchs},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Joint Breast Neoplasm Detection and Subtyping using Multi-Resolution
Network Trained on Large-Scale H{\&}E Whole Slide Images with
Weak Labels},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {18--38},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/casson24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/CassonLGARMKF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/CengizAY23,
author = {Sevim Cengiz and
Ibrahim Almakky and
Mohammad Yaqub},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {{FUSQA:} Fetal Ultrasound Segmentation Quality Assessment},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1666--1679},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/cengiz24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/CengizAY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/ChenBHLWYZ23,
author = {Liangyu Chen and
Yutong Bai and
Siyu Huang and
Yongyi Lu and
Bihan Wen and
Alan L. Yuille and
Zongwei Zhou},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Making Your First Choice: To Address Cold Start Problem in Medical
Active Learning},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {496--525},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/chen24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/ChenBHLWYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/ChenLR23,
author = {Yanru Chen and
Michael T. Lu and
Vineet K. Raghu},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {A comparison of self-supervised pretraining approaches for predicting
disease risk from chest radiograph images},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1826--1858},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/chen24c.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/ChenLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/ChenYFHL23,
author = {Ruizhe Chen and
Jianfei Yang and
Yang Feng and
Jin Hao and
Zuozhu Liu},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Model Adaptive Tooth Segmentation},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {775--798},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/chen24b.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/ChenYFHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/CrystalKMMB23,
author = {Owen Crystal and
April Khademi and
Alan R. Moody and
Pejman Jahbedar Maralani and
Sandra E. Black},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Domain Adaptation using Silver Standard Masks for Lateral Ventricle
Segmentation in {FLAIR} {MRI}},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1895--1909},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/crystal24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/CrystalKMMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/DeyE23,
author = {Avirup Dey and
Mehran Ebrahimi},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {{MTSR-MRI:} Combined Modality Translation and Super-Resolution of
Magnetic Resonance Images},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {743--757},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/dey24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/DeyE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/DonteuIKFBBBK23,
author = {Kerol R. Djoumessi Donteu and
Indu Ilanchezian and
Laura K{\"{u}}hlewein and
Hanna Faber and
Christian F. Baumgartner and
Bubacarr Bah and
Philipp Berens and
Lisa M. Koch},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Sparse Activations for Interpretable Disease Grading},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1--17},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/donteu24a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midl/DonteuIKFBBBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/DurrerWBSWSGYC23,
author = {Alicia Durrer and
Julia Wolleb and
Florentin Bieder and
Tim Sinnecker and
Matthias Weigel and
Robin Sandk{\"{u}}hler and
Cristina Granziera and
{\"{O}}zg{\"{u}}r Yaldizli and
Philippe C. Cattin},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Diffusion Models for Contrast Harmonization of Magnetic Resonance
Images},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {526--551},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/durrer24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/DurrerWBSWSGYC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/DyNMADFSLDK23,
author = {Amanda Dy and
Ngoc{-}Nhu Jennifer Nguyen and
Seyed Hossein Mirjahanmardir and
Dimitrios Androutsos and
Melanie Dawe and
Anthony Fyles and
Wei Shi and
Fei{-}Fei Liu and
Susan Done and
April Khademi},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Domain Adaptation using Silver Standard Labels for Ki-67 Scoring in
Digital Pathology {A} Step Closer to Widescale Deployment},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {653--665},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/dy24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/DyNMADFSLDK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/ElaldiGD23,
author = {Axel Elaldi and
Guido Gerig and
Neel Dey},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {{E(3)} x SO(3)-Equivariant Networks for Spherical Deconvolution in
Diffusion {MRI}},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {301--319},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/elaldi24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/ElaldiGD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/FalahkheirkhahL23,
author = {Kianoush Falahkheirkhah and
Alex Xijie Lu and
David Alvarez{-}Melis and
Grace Huynh},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Domain adaptation using optimal transport for invariant learning using
histopathology datasets},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1765--1782},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/falahkheirkhah24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/FalahkheirkhahL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/GandikotaCD023,
author = {Kanchana Vaishnavi Gandikota and
Paramanand Chandramouli and
Hannah Dr{\"{o}}ge and
Michael M{\"{o}}ller},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Evaluating Adversarial Robustness of Low dose {CT} Recovery},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1545--1563},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/gandikota24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/GandikotaCD023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/GhazvanchahiMMK23,
author = {Abdollah Ghazvanchahi and
Pejman Jahbedar Maralani and
Alan R. Moody and
April Khademi},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Effect of Intensity Standardization on Deep Learning for {WML} Segmentation
in Multi-Centre {FLAIR} {MRI}},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1923--1940},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/ghazvanchahi24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/GhazvanchahiMMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/GrewalWWBA23,
author = {Monika Grewal and
Dustin van Weersel and
Henrike Westerveld and
Peter A. N. Bosman and
Tanja Alderliesten},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Learning Clinically Acceptable Segmentation of Organs at Risk in Cervical
Cancer Radiation Treatment from Clinically Available Annotations},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {260--273},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/grewal24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/GrewalWWBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/GuHCAFM23,
author = {Hanxue Gu and
Hongyu He and
Roy J. Colglazier and
Jordan Axelrod and
Robert French and
Maciej A. Mazurowski},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {SuperMask: Generating High-resolution object masks from multi-view,
unaligned low-resolution MRIs},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {119--133},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/gu24b.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/GuHCAFM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/GuJKS23,
author = {Zijin Gu and
Keith Jamison and
Amy Kuceyeski and
Mert R. Sabuncu},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Decoding natural image stimuli from fMRI data with a surface-based
convolutional network},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {107--118},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/gu24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/GuJKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/Guo023,
author = {Pengfei Guo and
Vishal M. Patel},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Reference-based {MRI} Reconstruction Using Texture Transformer},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {599--616},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/guo24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/Guo023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/GuoATK23,
author = {Jiaqi Guo and
Emanuel A. Azcona and
Santiago Lopez Tapia and
Aggelos K. Katsaggelos},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Stage Detection of Mild Cognitive Impairment: Region-dependent Graph
Representation Learning on Brain Morphable Meshes},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {888--904},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/guo24b.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/GuoATK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/HamoudJSMPM23,
author = {Idris Hamoud and
Muhammad Abdullah Jamal and
Vinkle Srivastav and
Didier Mutter and
Nicolas Padoy and
Omid Mohareri},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {ST(OR)\({}^{\mbox{2}}\): Spatio-Temporal Object Level Reasoning for
Activity Recognition in the Operating Room},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1254--1268},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/hamoud24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/HamoudJSMPM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/HartenHSI23,
author = {Louis D. van Harten and
Rudolf Leonardus Mirjam van Herten and
Jaap Stoker and
Ivana Isgum},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Deformable Image Registration with Geometry-informed Implicit Neural
Representations},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {730--742},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/harten24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/HartenHSI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/HaslumMLM023,
author = {Johan Fredin Haslum and
Christos Matsoukas and
Karl{-}Johan Leuchowius and
Erik M{\"{u}}llers and
Kevin Smith},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Metadata-guided Consistency Learning for High Content Images},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {918--936},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/haslum24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/HaslumMLM023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/HeL23,
author = {Yinsheng He and
Xingyu Li},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Whole-slide-imaging Cancer Metastases Detection and Localization with
Limited Tumorous Data},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {877--887},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/he24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/HeL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/HertenHPI23,
author = {Rudolf Leonardus Mirjam van Herten and
Louis D. van Harten and
Nils Planken and
Ivana Isgum},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Generative Adversarial Networks for Coronary {CT} Angiography Acquisition
Protocol Correction with Explicit Attenuation Constraints},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1288--1303},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/herten24a.html},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midl/HertenHPI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/HuangRCD23,
author = {Haoxu Huang and
Samyak Rawlekar and
Sumit Chopra and
Cem M. Deniz},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Radiology Reports Improve Visual Representations Learned from Radiographs},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1385--1405},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/huang24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/HuangRCD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/HwangWRYZHW23,
author = {Tianyu Hwang and
Chih{-}Hung Wang and
Holger R. Roth and
Dong Yang and
Can Zhao and
Chien{-}Hua Huang and
Weichung Wang},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Semi-supervised Learning with Contrastive and Topology Losses for
Catheter Segmentation and Misplacement Prediction},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1239--1253},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/hwang24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/HwangWRYZHW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/JeongTLHABCOPR23,
author = {Jaehwan Jeong and
Katherine Tian and
Andrew Li and
Sina Hartung and
Subathra Adithan and
Fardad Behzadi and
Juan Calle and
David Osayande and
Michael Pohlen and
Pranav Rajpurkar},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Multimodal Image-Text Matching Improves Retrieval-based Chest X-Ray
Report Generation},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {978--990},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/jeong24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/JeongTLHABCOPR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/JhaTSB23,
author = {Debesh Jha and
Nikhil Kumar Tomar and
Vanshali Sharma and
Ulas Bagci},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {TransNetR: Transformer-based Residual Network for Polyp Segmentation
with Multi-Center Out-of-Distribution Testing},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1372--1384},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/jha24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/JhaTSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/JiCJY23,
author = {Yanni Ji and
Marie Cutiongco and
Bj{\o}rn Sand Jensen and
Ke Yuan},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {CP2Image: Generating high-quality single-cell images using CellProfiler
representations},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {274--285},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/ji24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/JiCJY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/JiREBGMHFS23,
author = {Zongliang Ji and
Philip Rosenfield and
Christina Eng and
Sarah Bettigole and
Danielle C. Gibson and
Hamid Masoudi and
Matthew Hanna and
Nicol{\`{o}} Fusi and
Kristen A. Severson},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Considerations for data acquisition and modeling strategies: Mitosis
detection in computational pathology},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1051--1066},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/ji24b.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/JiREBGMHFS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/KalaieBFG23,
author = {Soodeh Kalaie and
Andrew J. Bulpitt and
Alejandro F. Frangi and
Ali Gooya},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {A Geometric Deep Learning Framework for Generation of Virtual Left
Ventricles as Graphs},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {426--443},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/kalaie24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/KalaieBFG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/Karimijafarbigloo23,
author = {Sanaz Karimijafarbigloo and
Reza Azad and
Amirhossein Kazerouni and
Dorit Merhof},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {680--694},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/karimijafarbigloo24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/Karimijafarbigloo23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/Karimijafarbigloo23a,
author = {Sanaz Karimijafarbigloo and
Reza Azad and
Amirhossein Kazerouni and
Saeed Ebadollahi and
Dorit Merhof},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {MMCFormer: Missing Modality Compensation Transformer for Brain Tumor
Segmentation},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1144--1162},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/karimijafarbigloo24b.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/Karimijafarbigloo23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/KarkalousosIMC23,
author = {Dimitrios Karkalousos and
Ivana Isgum and
Henk A. Marquering and
Matthan W. A. Caan},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {MultiTask Learning for accelerated-MRI Reconstruction and Segmentation
of Brain Lesions in Multiple Sclerosis},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {991--1005},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/karkalousos24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/KarkalousosIMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/KeHOKYR23,
author = {Alexander Ke and
Shih{-}Cheng Huang and
Chloe P. O'Connell and
Michal Klimont and
Serena Yeung and
Pranav Rajpurkar},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Video pretraining advances 3D deep learning on chest {CT} tasks},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {758--774},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/ke24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/KeHOKYR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/KeicherZCMKN23,
author = {Matthias Keicher and
Kamilia Zaripova and
Tobias Czempiel and
Kristina Mach and
Ashkan Khakzar and
Nassir Navab},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {FlexR: Few-shot Classification with Language Embeddings for Structured
Reporting of Chest X-rays},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1493--1508},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/keicher24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/KeicherZCMKN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/KimS23,
author = {Heejong Kim and
Mert R. Sabuncu},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Learning to Compare Longitudinal Images},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {350--367},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/kim24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/KimS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/KonzM23,
author = {Nicholas Konz and
Maciej A. Mazurowski},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Reverse Engineering Breast MRIs: Predicting Acquisition Parameters
Directly from Images},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {829--845},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/konz24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/KonzM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/Labrunie0TB23,
author = {Mathieu Labrunie and
Daniel Pizarro and
Christophe Tilmant and
Adrien Bartoli},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Automatic 3D/2D Deformable Registration in Minimally Invasive Liver
Resection using a Mesh Recovery Network},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1104--1123},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/labrunie24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/Labrunie0TB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/LiFYDYH23,
author = {Qian Li and
Yunguan Fu and
Qianye Yang and
Zhijiang Du and
Hongjian Yu and
Yipeng Hu},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Spatial Correspondence between Graph Neural Network-Segmented Images},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1067--1084},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/li24c.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/LiFYDYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/LiLCAH23,
author = {Jun Li and
Che Liu and
Sibo Cheng and
Rossella Arcucci and
Shenda Hong},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Frozen Language Model Helps {ECG} Zero-Shot Learning},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {402--415},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/li24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/LiLCAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/LiuK23,
author = {Cheng Liu and
Hisanor Kiryu},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {3D Medical Axial Transformer: {A} Lightweight Transformer Model for
3D Brain Tumor Segmentation},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {799--813},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/liu24b.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/LiuK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/LiuXZL23,
author = {Yiwen Liu and
Wenyu Xing and
Mingbo Zhao and
Mingquan Lin},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {An end-to-end framework for diagnosing {COVID-19} pneumonia via Parallel
Recursive {MLP} module and Bi-LTSM correlation},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {416--425},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/liu24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/LiuXZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/LubranoHFBW23,
author = {M{\'{e}}lanie Lubrano and
Ya{\"{e}}lle Bellahsen{-}Harrar and
Rutger R. H. Fick and
C{\'{e}}cile Badoual and
Thomas Walter},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Simple and Efficient Confidence Score for Grading Whole Slide Images},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {151--169},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/lubrano24a.html},
timestamp = {Wed, 21 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/LubranoHFBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/MaGDOBS23,
author = {Baoqiang Ma and
Jiapan Guo and
Lisanne van Dijk and
Peter M. A. van Ooijen and
Stefan Both and
Nanna Maria Sijtsema},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {TransRP: Transformer-based {PET/CT} feature extraction incorporating
clinical data for recurrence-free survival prediction in oropharyngeal
cancer},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1640--1654},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/ma24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/MaGDOBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/MadaanSCC23,
author = {Divyam Madaan and
Daniel K. Sodickson and
Kyunghyun Cho and
Sumit Chopra},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {On Sensitivity and Robustness of Normalization Schemes to Input Distribution
Shifts in Automatic {MR} Image Diagnosis},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1726--1750},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/madaan24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/MadaanSCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/MantheDL23,
author = {Matthis Manthe and
Stefan Duffner and
Carole Lartizien},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Whole brain radiomics for clustered federated personalization in brain
tumor segmentation},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {957--977},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/manthe24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/MantheDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/MatchaRFSRS23,
author = {NagaGayathri Matcha and
Sriprabha Ramanarayanan and
Mohammad Al Fahim and
Rahul G. S. and
Keerthi Ram and
Mohanasankar Sivaprakasam},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {SFT-KD-Recon: Learning a Student-friendly Teacher for Knowledge Distillation
in Magnetic Resonance Image Reconstruction},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1423--1440},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/matcha24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/MatchaRFSRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/MehtaSA23,
author = {Raghav Mehta and
Changjian Shui and
Tal Arbel},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Evaluating the Fairness of Deep Learning Uncertainty Estimates in
Medical Image Analysis},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1453--1492},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/mehta24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/MehtaSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/MeissenMKR23,
author = {Felix Meissen and
Philip M{\"{u}}ller and
Georgios Kaissis and
Daniel Rueckert},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Robust Detection Outcome: {A} Metric for Pathology Detection in Medical
Images},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {568--585},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/meissen24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/MeissenMKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/MileckiKBACTV23,
author = {L{\'{e}}o Milecki and
Vicky Kalogeiton and
Sylvain Bodard and
Dany Anglicheau and
Jean{-}Michel Correas and
Marc{-}Olivier Timsit and
Maria Vakalopoulou},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {{MEDIMP:} 3D Medical Images and clinical Prompts for renal transplant
representation learning},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {846--861},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/milecki24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/MileckiKBACTV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/MokhtariHSLAGLA23,
author = {Ricardo Mokhtari and
Azam Hamidinekoo and
Daniel James Sutton and
Arthur Lewis and
Bastian Angermann and
Ulf Gehrmann and
P{\aa}l Lundin and
Hibret Adissu and
Junmei Cairns and
Jessica Neisen and
Emon Khan and
Daniel Marks and
Nia Khachapuridze and
Talha Qaiser and
Nikolay Burlutskiy},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Interpretable histopathology-based prediction of disease relevant
features in Inflammatory Bowel Disease biopsies using weakly-supervised
deep learning},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {479--495},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/mokhtari24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/MokhtariHSLAGLA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/NarayanaswamyMA23,
author = {Vivek Sivaraman Narayanaswamy and
Yamen Mubarka and
Rushil Anirudh and
Deepta Rajan and
Andreas Spanias and
Jayaraman J. Thiagarajan},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Know Your Space: Inlier and Outlier Construction for Calibrating Medical
{OOD} Detectors},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {190--211},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/narayanaswamy24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/NarayanaswamyMA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/NittscherLBLJM23,
author = {Marco Nittscher and
Michael Falk Lameter and
Riccardo Barbano and
Johannes Leuschner and
Bangti Jin and
Peter Maass},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {{SVD-DIP:} Overcoming the Overfitting Problem in DIP-based {CT} Reconstruction},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {617--642},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/nittscher24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/NittscherLBLJM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/OrozcoLSRLH23,
author = {Rafael Orozco and
Mathias Louboutin and
Ali Siahkoohi and
Gabrio Rizzuti and
Tristan van Leeuwen and
Felix Johan Herrmann},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Amortized Normalizing Flows for Transcranial Ultrasound with Uncertainty
Quantification},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {332--349},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/orozco24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/OrozcoLSRLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/PangCLL023,
author = {Yijie Pang and
Pujin Cheng and
Junyan Lyu and
Fan Lin and
Xiaoying Tang},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Prior Guided 3D Medical Image Landmark Localization},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1163--1175},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/pang24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/PangCLL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/PereiraRGSCM23,
author = {Sofia Cardoso Pereira and
Joana Rocha and
Alex Gaudio and
Asim Smailagic and
Aur{\'{e}}lio Campilho and
Ana Maria Mendon{\c{c}}a},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Addressing Chest Radiograph Projection Bias in Deep Classification
Models},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1199--1210},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/pereira24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/PereiraRGSCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/PinonTL23,
author = {Nicolas Pinon and
Robin Trombetta and
Carole Lartizien},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {One-Class {SVM} on siamese neural network latent space for Unsupervised
Anomaly Detection on brain {MRI} White Matter Hyperintensities},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1783--1797},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/pinon24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/PinonTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/Prabhakar0YSWM23,
author = {Chinmay Prabhakar and
Hongwei Li and
Jiancheng Yang and
Suprosanna Shit and
Benedikt Wiestler and
Bjoern H. Menze},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised
Medical Image Representations},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {666--679},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/prabhakar24b.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/Prabhakar0YSWM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/PrabhakarSPEK0K23,
author = {Chinmay Prabhakar and
Suprosanna Shit and
Johannes C. Paetzold and
Ivan Ezhov and
Rajat Koner and
Hongwei Li and
Florian Sebastian Kofler and
Bjoern H. Menze},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Vesselformer: Towards Complete 3D Vessel Graph Generation from Images},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {320--331},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/prabhakar24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/PrabhakarSPEK0K23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/PuglisiEPBAR23,
author = {Lemuel Puglisi and
Arman Eshaghi and
Geoff J. M. Parker and
Frederik Barkhof and
Daniel C. Alexander and
Daniele Rav{\`{\i}}},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {DeepBrainPrint: {A} Novel Contrastive Framework for Brain {MRI} Re-Identification},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {716--729},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/puglisi24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/PuglisiEPBAR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/QuillentBBKL23,
author = {Arnaud Quillent and
Vincent Jonas Bismuth and
Isabelle Bloch and
Christophe Kervazo and
Sa{\"{\i}}d Ladjal},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {A deep learning method trained on synthetic data for digital breast
tomosynthesis reconstruction},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1813--1825},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/quillent24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/QuillentBBKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/RachmadiPS23,
author = {Febrian Febrian Rachmadi and
Charissa Poon and
Henrik Skibbe},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Improving Segmentation of Objects with Varying Sizes in Biomedical
Images using Instance-wise and Center-of-Instance Segmentation Loss
Function},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {286--300},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/rachmadi24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/RachmadiPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/RahmanM23,
author = {Md Mostafijur Rahman and
Radu Marculescu},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Multi-scale Hierarchical Vision Transformer with Cascaded Attention
Decoding for Medical Image Segmentation},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1526--1544},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/rahman24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/RahmanM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/RosenmanMGHW23,
author = {Gony Rosenman and
Itzik Malkiel and
Ayam Greental and
Talma Hendler and
Lior Wolf},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Pre-Training Transformers for Fingerprinting to Improve Stress Prediction
in fMRI},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {212--234},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/rosenman24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/RosenmanMGHW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SaeedSYYEPCBH23,
author = {Shaheer U. Saeed and
Tom Syer and
Wen Yan and
Qianye Yang and
Mark Emberton and
Shonit Punwani and
Matthew John Clarkson and
Dean C. Barratt and
Yipeng Hu},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Bi-parametric prostate {MR} image synthesis using pathology and sequence-conditioned
stable diffusion},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {814--828},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/saeed24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/SaeedSYYEPCBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SeetsLLLUV23,
author = {Trevor Seets and
Wei Lin and
Yizhou Lu and
Christie Lin and
Adam Uselmann and
Andreas Velten},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {OFDVDnet: {A} Sensor Fusion Approach for Video Denoising in Fluorescence-Guided
Surgery},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1564--1580},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/seets24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/SeetsLLLUV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/Shor0NB23,
author = {Tamir Shor and
Tomer Weiss and
Dor Noti and
Alexander M. Bronstein},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Multi {PILOT:} Feasible Learned Multiple Acquisition Trajectories
For Dynamic {MRI}},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1033--1050},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/shor24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/Shor0NB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SimkoGJNL23,
author = {Attila Simk{\'{o}} and
Anders Garpebring and
Joakim Jonsson and
Tufve Nyholm and
Tommy L{\"{o}}fstedt},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Reproducibility of the Methods in Medical Imaging with Deep Learning},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {95--106},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/simko24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/SimkoGJNL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SinghDHFAFDG23,
author = {Nalini M. Singh and
Neel Dey and
Malte Hoffmann and
Bruce Fischl and
Elfar Adalsteinsson and
Robert Frost and
Adrian V. Dalca and
Polina Golland},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Data Consistent Deep Rigid {MRI} Motion Correction},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {368--381},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/singh24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/SinghDHFAFDG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SluijsBRLC23,
author = {Rogier van der Sluijs and
Nandita Bhaskhar and
Daniel L. Rubin and
Curtis P. Langlotz and
Akshay S. Chaudhari},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Exploring Image Augmentations for Siamese Representation Learning
with Chest X-Rays},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {444--467},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/sluijs24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/SluijsBRLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SpronckGEBTRWHT23,
author = {Joey Spronck and
Thijs Gelton and
Leander van Eekelen and
Joep Bogaerts and
Leslie Tessier and
Mart van Rijthoven and
Lieke van der Woude and
Michel van den Heuvel and
Willemijn Theelen and
Jeroen van der Laak and
Francesco Ciompi},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {nnUNet meets pathology: Bridging the gap for application to whole
slide images and computational biomarkers},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1859--1874},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/spronck24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/SpronckGEBTRWHT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/StuderBNZD023,
author = {Linda Studer and
JM Bokhorst and
I Nagtegaal and
Inti Zlobec and
Heather Dawson and
Andreas Fischer},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Tumor Budding T-cell Graphs: Assessing the Need for Resection in pT1
Colorectal Cancer Patients},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {235--259},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/studer24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/StuderBNZD023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SunWMKB23,
author = {Susu Sun and
Stefano Woerner and
Andreas K. Maier and
Lisa M. Koch and
Christian F. Baumgartner},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Inherently Interpretable Multi-Label Classification Using Class-Specific
Counterfactuals},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {937--956},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/sun24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/SunWMKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/UkeyE23,
author = {Janmesh Ukey and
Shireen Y. Elhabian},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Image2SSM: Localization-aware Deep Learning Framework for Statistical
Shape Modeling Directly from Images},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1910--1922},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/ukey24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/UkeyE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/ValanarasuGV023,
author = {Jeya Maria Jose Valanarasu and
Pengfei Guo and
Vibashan VS and
Vishal M. Patel},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {On-the-Fly Test-time Adaptation for Medical Image Segmentation},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {586--598},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/valanarasu24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/ValanarasuGV023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/VasudevaDL23,
author = {Sukesh Adiga Vasudeva and
Jose Dolz and
Herve Lombaert},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {GeoLS: Geodesic Label Smoothing for Image Segmentation},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {468--478},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/vasudeva24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/VasudevaDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/VigneshwaranWCS23,
author = {Vibujithan Vigneshwaran and
Matthias Wilms and
Milton Ivan Camacho and
Raissa Souza and
Nils D. Forkert},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Improved multi-site Parkinson's disease classification using neuroimaging
data with counterfactual inference},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1304--1317},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/vigneshwaran24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/VigneshwaranWCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/VlasicMS23,
author = {Tin Vlasic and
Tomislav Matulic and
Damir Sersic},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Estimating Uncertainty in {PET} Image Reconstruction via Deep Posterior
Sampling},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1875--1894},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/vlas-ic24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/VlasicMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/VosBVRK23,
author = {Iris N. Vos and
Ishaan Bhat and
Birgitta K. Velthuis and
Ynte M. Ruigrok and
Hugo J. Kuijf},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Calibration techniques for node classification using graph neural
networks on medical image data},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1211--1224},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/vos24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/VosBVRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/WenY23,
author = {Ziqi Wen and
Chuyang Ye},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {A Robust Mean Teacher Framework for Semi-Supervised Cell Detection
in Histopathology Images},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {643--652},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/wen24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/WenY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/WindsorJKZ23,
author = {Rhydian Windsor and
Amir Jamaludin and
Timor Kadir and
Andrew Zisserman},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Vision-Language Modelling For Radiological Imaging and Reports In
The Low Data Regime},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {53--73},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/windsor24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/WindsorJKZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/WooLEBFCC23,
author = {Boyeong Woo and
Marlon Bran Lorenzana and
Craig Engstrom and
William Baresic and
Jurgen Fripp and
Stuart Crozier and
Shekhar S. Chandra},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Semantic Segmentation of 3D Medical Images Through a Kaleidoscope:
Data from the Osteoarthritis Initiative},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {905--917},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/woo24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/WooLEBFCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/WuFFZYXL023,
author = {Junde Wu and
Rao Fu and
Huihui Fang and
Yu Zhang and
Yehui Yang and
Haoyi Xiong and
Huiying Liu and
Yanwu Xu},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic
Model},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1623--1639},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/wu24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/WuFFZYXL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/WysockiAEBSN23,
author = {Magdalena Wysocki and
Mohammad Farid Azampour and
Christine Eilers and
Benjamin Busam and
Mehrdad Salehi and
Nassir Navab},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Ultra-NeRF: Neural Radiance Fields for Ultrasound Imaging},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {382--401},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/wysocki24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/WysockiAEBSN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/X23,
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Preface},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {i--xviii},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/oguz23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/X23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/XuDCKBKGXY23,
author = {Xuanang Xu and
Hannah H. Deng and
Tianyi Chen and
Tianshu Kuang and
Joshua C. Barber and
Daeseung Kim and
Jaime Gateno and
James J. Xia and
Pingkun Yan},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Federated Cross Learning for Medical Image Segmentation},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1441--1452},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/xu24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/XuDCKBKGXY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/YangCC0YM23,
author = {Yanwu Yang and
Hairui Chen and
Zhikai Chang and
Yang Xiang and
Chenfei Ye and
Heather Ting Ma},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Incomplete learning of multi-modal connectome for brain disorder diagnosis
via modal-mixup and deep supervision},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1006--1018},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/yang24b.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/YangCC0YM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/YangMLMIG23,
author = {Litao Yang and
Deval Mehta and
Sidong Liu and
Dwarikanath Mahapatra and
Antonio Di Ieva and
Zongyuan Ge},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Trainable Prototype Enhanced Multiple Instance Learning for Whole
Slide Image Classification},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1655--1665},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/yang24d.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/YangMLMIG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/YangZWLZ23,
author = {Jie Yang and
Ye Zhu and
Chaoqun Wang and
Zhen Li and
Ruimao Zhang},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Toward Unpaired Multi-modal Medical Image Segmentation via Learning
Structured Semantic Consistency},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1602--1622},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/yang24c.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/YangZWLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/ZhaiLHLX023,
author = {Hao Zhai and
Jing Liu and
Bei Hong and
Jiazheng Liu and
Qiwei Xie and
Hua Han},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Intra- and Inter-Cellular Awareness for 3D Neuron Tracking and Segmentation
in Large-Scale Connectomics},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1691--1712},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/zhai24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/ZhaiLHLX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/ZhangXAA23,
author = {Molin Zhang and
Junshen Xu and
Yamin Arefeen and
Elfar Adalsteinsson},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Zero-Shot Self-Supervised Joint Temporal Image and Sensitivity Map
Reconstruction via Linear Latent Space},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1713--1725},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/zhang24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/ZhangXAA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/ZhengZBJP23,
author = {Guangyao Zheng and
Samson Zhou and
Vladimir Braverman and
Michael A. Jacobs and
Vishwa Sanjay Parekh},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Selective experience replay compression using coresets for lifelong
deep reinforcement learning in medical imaging},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1751--1764},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/zheng24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/ZhengZBJP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/ZhuYLZ23,
author = {Ye Zhu and
Jie Yang and
Siqi Liu and
Ruimao Zhang},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Inherent Consistent Learning for Accurate Semi-supervised Medical
Image Segmentation},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1581--1601},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/zhu24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/ZhuYLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/ZingmanFTSH23,
author = {Igor Zingman and
Sergio Frayle and
Ivan Tankoyeu and
Sergey Sukhanov and
Fabian Heinemann},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {A comparative evaluation of image-to-image translation methods for
stain transfer in histopathology},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {1509--1525},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/zingman24a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/ZingmanFTSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/midl/2023,
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
publisher = {{PMLR}},
year = {2023},
url = {http://proceedings.mlr.press/v227/},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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