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@inproceedings{DBLP:conf/midl/0001FV22,
author = {Muhammad Asad and
Lucas Fidon and
Tom Vercauteren},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {ECONet: Efficient Convolutional Online Likelihood Network for Scribble-based
Interactive Segmentation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {35--47},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/asad22a.html},
timestamp = {Fri, 17 Feb 2023 16:29:10 +0100},
biburl = {https://dblp.org/rec/conf/midl/0001FV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/0001G22,
author = {Tobias Knopp and
Mirco Grosser},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Warmstart Approach for Accelerating Deep Image Prior Reconstruction
in Dynamic Tomography},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {713--725},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/knopp22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/0001G22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/0005GC022,
author = {Pedro Costa and
Alex Gaudio and
Aur{\'{e}}lio Campilho and
Jaime S. Cardoso},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Explainable Weakly-Supervised Cell Segmentation by Canonical Shape
Learning and Transformation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {250--260},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/costa22a.html},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/0005GC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/AliSW22,
author = {Ameen Ali and
Tal Shaharabany and
Lior Wolf},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Explainability Guided {COVID-19} Detection in {CT} Scans},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {5--21},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/ali22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/AliSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/AmiranashviliLL22,
author = {Tamaz Amiranashvili and
David L{\"{u}}dke and
Hongwei Bran Li and
Bjoern H. Menze and
Stefan Zachow},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Learning Shape Reconstruction from Sparse Measurements with Neural
Implicit Functions},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {22--34},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/amiranashvili22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/AmiranashviliLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/AzadKM22,
author = {Reza Azad and
Nika Khosravi and
Dorit Merhof},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {SMU-Net: Style matching U-Net for brain tumor segmentation with missing
modalities},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {48--62},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/azad22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/AzadKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/BakkerMRDP22,
author = {Tim Bakker and
Matthew J. Muckley and
Adriana Romero{-}Soriano and
Michal Drozdzal and
Luis Pineda},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {On learning adaptive acquisition policies for undersampled multi-coil
{MRI} reconstruction},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {63--85},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/bakker22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/BakkerMRDP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/BartelsNLSTKDWE22,
author = {Mathieu G. G. Bartels and
Ivona Najdenkoska and
Rutger R. van de Leur and
Arjan Sammani and
Karim Taha and
David M. Knigge and
Pieter A. F. M. Doevendans and
Marcel Worring and
Ren{\'{e}} van Es},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Learning to Automatically Generate Accurate {ECG} Captions},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {86--102},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/bartels22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/BartelsNLSTKDWE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/BelharbiPAMG22,
author = {Soufiane Belharbi and
Marco Pedersoli and
Ismail Ben Ayed and
Luke McCaffrey and
Eric Granger},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Negative Evidence Matters in Interpretable Histology Image Classification},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {103--129},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/belharbi22a.html},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/BelharbiPAMG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/BergnerRTDLRSKL22,
author = {Benjamin Bergner and
Csaba Rohrer and
Aiham Taleb and
Martha Duchrau and
Guilherme De Leon and
Jonas Almeida Rodrigues and
Falk Schwendicke and
Joachim Krois and
Christoph Lippert},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Interpretable and Interactive Deep Multiple Instance Learning for
Dental Caries Classification in Bitewing X-rays},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {130--149},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/bergner22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/BergnerRTDLRSKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/BermanCW22,
author = {Jules Berman and
Dmitri B. Chklovskii and
Jingpeng Wu},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Bridging the Gap: Point Clouds for Merging Neurons in Connectomics},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {150--159},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/berman22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/BermanCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/BiederWSC22,
author = {Florentin Bieder and
Julia Wolleb and
Robin Sandk{\"{u}}hler and
Philippe C. Cattin},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Position Regression for Unsupervised Anomaly Detection},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {160--172},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/bieder22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/BiederWSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/BigalkeHDH22,
author = {Alexander Bigalke and
Lasse Hansen and
Jasper Diesel and
Mattias P. Heinrich},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Domain adaptation through anatomical constraints for 3d human pose
estimation under the cover},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {173--187},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/bigalke22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/BigalkeHDH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/CamarasaKBB22,
author = {Robin Camarasa and
Hoel Kervadec and
Daniel Bos and
Marleen de Bruijne},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Differentiable Boundary Point Extraction for Weakly Supervised Star-shaped
Object Segmentation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {188--198},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/camarasa22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/CamarasaKBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/CarvalhoSMCB22,
author = {Jo{\~{a}}o B. S. Carvalho and
Jo{\~{a}}o A. Santinha and
Djordje Miladinovic and
Carlos Cotrini and
Joachim M. Buhmann},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Holistic Modeling In Medical Image Segmentation Using Spatial Recurrence},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {199--218},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/carvalho22a.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midl/CarvalhoSMCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/ChaitanyaABM22,
author = {Krishna Chaitanya and
Chlo{\'{e}} Audigier and
Laura Elena Balascuta and
Tommaso Mansi},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Automatic planning of liver tumor thermal ablation using deep reinforcement
learning},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {219--230},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/chaitanya22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/ChaitanyaABM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/CohenVBMTGLCBHB22,
author = {Joseph Paul Cohen and
Joseph D. Viviano and
Paul Bertin and
Paul Morrison and
Parsa Torabian and
Matteo Guarrera and
Matthew P. Lungren and
Akshay Chaudhari and
Rupert Brooks and
Mohammad Hashir and
Hadrien Bertrand},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {TorchXRayVision: {A} library of chest X-ray datasets and models},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {231--249},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/cohen22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/CohenVBMTGLCBHB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/CraleyJJHAV22,
author = {Jeff Craley and
Emily Johnson and
Christophe Jouny and
David Hsu and
Raheel Ahmed and
Archana Venkataraman},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {SZLoc: {A} Multi-resolution Architecture for Automated Epileptic Seizure
Localization from Scalp {EEG}},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {261--281},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/craley22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/CraleyJJHAV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/DahanFWYCGERR22,
author = {Simon Dahan and
Abdulah Fawaz and
Logan Z. J. Williams and
Chunhui Yang and
Timothy S. Coalson and
Matthew F. Glasser and
A. David Edwards and
Daniel Rueckert and
Emma C. Robinson},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Surface Vision Transformers: Attention-Based Modelling applied to
Cortical Analysis},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {282--303},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/dahan22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/DahanFWYCGERR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/DengLCAYH22,
author = {Ruining Deng and
Quan Liu and
Can Cui and
Zuhayr Asad and
Haichun Yang and
Yuankai Huo},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Single Dynamic Network for Multi-label Renal Pathology Image Segmentation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {304--314},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/deng22a.html},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/DengLCAYH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/DenzingerWTGSAB22,
author = {Felix Denzinger and
Michael Wels and
Oliver Taubmann and
Mehmet A. G{\"{u}}ls{\"{u}}n and
Max Sch{\"{o}}binger and
Florian Andr{\'{e}} and
Sebastian J. Buss and
Johannes G{\"{o}}rich and
Michael S{\"{u}}hling and
Andreas K. Maier},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {{CAD-RADS} Scoring using Deep Learning and Task-Specific Centerline
Labeling},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {315--324},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/denzinger22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/DenzingerWTGSAB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/DesaiGOBVHRPC22,
author = {Arjun D. Desai and
Beliz Gunel and
Batu M. Ozturkler and
Harris Beg and
Shreyas Vasanawala and
Brian A. Hargreaves and
Christopher R{\'{e}} and
John M. Pauly and
Akshay S. Chaudhari},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {{VORTEX:} Physics-Driven Data Augmentations Using Consistency Training
for Robust Accelerated {MRI} Reconstruction},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {325--352},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/desai22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/DesaiGOBVHRPC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/DidenkoWKA22,
author = {Serge Vasylechko Didenko and
Simon K. Warfield and
Sila Kurugol and
Onur Afacan},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {SynthMap: a generative model for synthesis of 3D datasets for quantitative
{MRI} parameter mapping of myelin water fraction},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1268--1284},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/vasylechko-didenko22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/DidenkoWKA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/DmitrenkoMZ22,
author = {Andrei Dmitrenko and
Mauro M. Masiero and
Nicola Zamboni},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Comparing representations of biological data learned with different
{AI} paradigms, augmenting and cropping strategies},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {353--369},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/dmitrenko22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/DmitrenkoMZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/DmitrenkoMZ22a,
author = {Andrei Dmitrenko and
Mauro M. Masiero and
Nicola Zamboni},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Self-supervised learning for analysis of temporal and morphological
drug effects in cancer cell imaging data},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {370--386},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/dmitrenko22b.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/DmitrenkoMZ22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/Durso-FinleyFND22,
author = {Joshua Durso{-}Finley and
Jean{-}Pierre R. Falet and
Brennan Nichyporuk and
Douglas L. Arnold and
Tal Arbel},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Personalized Prediction of Future Lesion Activity and Treatment Effect
in Multiple Sclerosis from Baseline {MRI}},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {387--406},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/durso-finley22a.html},
timestamp = {Thu, 08 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/Durso-FinleyFND22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/FuchsG022,
author = {Moritz Fuchs and
Camila Gonz{\'{a}}lez and
Anirban Mukhopadhyay},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Practical uncertainty quantification for brain tumor segmentation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {407--422},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/fuchs22a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midl/FuchsG022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/GodsonKNCCTBNG22,
author = {Lucy Godson and
Navid Alemi Koohbanani and
Jeremie Nsengimana and
Graham P. Cook and
Emily L. Clarke and
Darren Treanor and
D. Timothy Bishop and
Julia Newton{-}Bishop and
Ali Gooya},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Weakly-supervised learning for image-based classification of primary
melanomas into genomic immune subgroups},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {423--440},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/godson22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/GodsonKNCCTBNG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/GotkowskiGKFB022,
author = {Karol Gotkowski and
Camila Gonz{\'{a}}lez and
Isabel Kaltenborn and
Ricarda Fischbach and
Andreas Bucher and
Anirban Mukhopadhyay},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {i3Deep: Efficient 3D interactive segmentation with the nnU-Net},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {441--456},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/gotkowski22a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midl/GotkowskiGKFB022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/GrahamTWPUMTJWN22,
author = {Mark S. Graham and
Petru{-}Daniel Tudosiu and
Paul Wright and
Walter Hugo Lopez Pinaya and
Jean{-}Marie U.{-}King{-}Im and
Yee H. Mah and
James T. Teo and
Hans Rolf J{\"{a}}ger and
David Werring and
Parashkev Nachev and
S{\'{e}}bastien Ourselin and
M. Jorge Cardoso},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Transformer-based out-of-distribution detection for clinically safe
segmentation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {457--476},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/graham22a.html},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/GrahamTWPUMTJWN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/He0C022,
author = {Huaqing He and
Li Lin and
Zhiyuan Cai and
Xiaoying Tang},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {{JOINED} : Prior Guided Multi-task Learning for Joint Optic Disc/Cup
Segmentation and Fovea Detection},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {477--492},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/he22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/He0C022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/HeWHYFWL22,
author = {Xiaoxuan He and
Hualiang Wang and
Haoji Hu and
Jianfei Yang and
Yang Feng and
Gaoang Wang and
Zuozhu Liu},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Unsupervised Pre-training Improves Tooth Segmentation in 3-Dimensional
Intraoral Mesh Scans},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {493--507},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/he22b.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/HeWHYFWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/HoopesIFGD22,
author = {Andrew Hoopes and
Juan Eugenio Iglesias and
Bruce Fischl and
Douglas N. Greve and
Adrian V. Dalca},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {TopoFit: Rapid Reconstruction of Topologically-Correct Cortical Surfaces},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {508--520},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/hoopes22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/HoopesIFGD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/HorstmannZWP22,
author = {Timo Horstmann and
Oliver Zettinig and
Wolfgang Wein and
Raphael Prevost},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Orientation Estimation of Abdominal Ultrasound Images with Multi-Hypotheses
Networks},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {521--534},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/horstmann22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/HorstmannZWP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/HuLLO22,
author = {Dewei Hu and
Hao Li and
Han Liu and
Ipek Oguz},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Domain Generalization for Retinal Vessel Segmentation with Vector
Field Transformer},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {552--564},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/hu22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/HuLLO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/HuangQ0JCWCC22,
author = {Chaoxing Huang and
Yurui Qian and
Jian Hou and
Baiyan Jiang and
Queenie Chan and
Vincent Wai{-}Sun Wong and
Winne Chu and
Weitian Chen},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Breathing Freely: Self-supervised Liver T1rho Mapping from {A} Single
T1rho-weighted Image},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {565--575},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/huang22a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midl/HuangQ0JCWCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/HuangWYG22,
author = {Ziyan Huang and
Zehua Wang and
Zhikai Yang and
Lixu Gu},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {AdwU-Net: Adaptive Depth and Width U-Net for Medical Image Segmentation
by Differentiable Neural Architecture Search},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {576--589},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/huang22b.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/HuangWYG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/HuynhMNHPH22,
author = {Justin Huynh and
Samira Masoudi and
Abraham Noorbakhsh and
Kyle Hasenstab and
Michael J. Pazzani and
Albert Hsiao},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Deep Learning Radiographic Assessment of Pulmonary Edema: Training
with Serum Biomarkers},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {590--604},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/huynh22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/HuynhMNHPH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/JoshiH22,
author = {Ankita Joshi and
Yi Hong},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Diffeomorphic Image Registration Using Lipschitz Continuous Residual
Networks},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {605--617},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/joshi22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/JoshiH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/KanCLGY22,
author = {Xuan Kan and
Hejie Cui and
Joshua Lukemire and
Ying Guo and
Carl Yang},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {{FBNETGEN:} Task-aware GNN-based fMRI Analysis via Functional Brain
Network Generation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {618--637},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/kan22a.html},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/KanCLGY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/KanterL22,
author = {Frederic Kanter and
Jan Lellmann},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {A Flexible Meta Learning Model for Image Registration},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {638--652},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/kanter22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/KanterL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/KascenasPO22,
author = {Antanas Kascenas and
Nicolas Pugeault and
Alison Q. O'Neil},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Denoising Autoencoders for Unsupervised Anomaly Detection in Brain
{MRI}},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {653--664},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/kascenas22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/KascenasPO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/KashtanovaAAPGS22,
author = {Victoriya Kashtanova and
Ibrahim Ayed and
Andony Arrieula and
Mark Potse and
Patrick Gallinari and
Maxime Sermesant},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Deep Learning for Model Correction in Cardiac Electrophysiological
Imaging},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {665--675},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/kashtanova22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/KashtanovaAAPGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/KimKK22,
author = {HyunWoo Kim and
Hanbin Ko and
JungJun Kim},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {{PILLET-GAN:} Pixel-Level Lesion Traversal Generative Adversarial
Network for Pneumonia Localization},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {676--688},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/kim22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/KimKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/KleinCEPBJ22,
author = {Lukas Klein and
Jo{\~{a}}o B. S. Carvalho and
Mennatallah El{-}Assady and
Paolo Penna and
Joachim M. Buhmann and
Paul F. Jaeger},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Improving Explainability of Disentangled Representations using Multipath-Attribution
Mappings},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {689--712},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/klein22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/KleinCEPBJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/KochSGB22,
author = {Lisa M. Koch and
Christian M. Sch{\"{u}}rch and
Arthur Gretton and
Philipp Berens},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Hidden in Plain Sight: Subgroup Shifts Escape {OOD} Detection},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {726--740},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/koch22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/KochSGB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/KockTCM22,
author = {Farina Kock and
Felix Thielke and
Grzegorz Chlebus and
Hans Meine},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Confidence Histograms for Model Reliability Analysis and Temperature
Calibration},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {741--759},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/kock22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/KockTCM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/LeyendeckerHPFB22,
author = {Lars Leyendecker and
Julius Haas and
Tobias Piotrowski and
Maik Frye and
Cora Becker and
Bernd K. Fleischmann and
Michael Hesse and
Robert H. Schmitt},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {A Modular Deep Learning Pipeline for Cell Culture Analysis: Investigating
the Proliferation of Cardiomyocytes},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {760--773},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/leyendecker22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/LeyendeckerHPFB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/LinH22,
author = {Kang Lin and
Reinhard Heckel},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Vision Transformers Enable Fast and Robust Accelerated {MRI}},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {774--795},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/lin22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/LinH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/LiuLDMB0TCK22,
author = {Jingya Liu and
Bin Lou and
Mamadou Diallo and
Tongbai Meng and
Heinrich von Busch and
Robert Grimm and
Yingli Tian and
Dorin Comaniciu and
Ali Kamen},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Detecting Out-of-Distribution via an Unsupervised Uncertainty Estimation
for Prostate Cancer Diagnosis},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {796--807},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/liu22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/LiuLDMB0TCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/LuoHSWZ22,
author = {Xiangde Luo and
Minhao Hu and
Tao Song and
Guotai Wang and
Shaoting Zhang},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Semi-Supervised Medical Image Segmentation via Cross Teaching between
{CNN} and Transformer},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {820--833},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/luo22b.html},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midl/LuoHSWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/LuoYS22,
author = {Haozhe Luo and
Changdong Yu and
Raghavendra Selvan},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Hybrid Ladder Transformers with Efficient Parallel-Cross Attention
for Medical Image Segmentation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {808--819},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/luo22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/LuoYS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/LyonAA22,
author = {Matthew Lyon and
Paul A. Armitage and
Mauricio A. {\'{A}}lvarez},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Angular Super-Resolution in Diffusion {MRI} with a 3D Recurrent Convolutional
Autoencoder},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {834--846},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/lyon22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/LyonAA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/MaLS22,
author = {Tianyu Ma and
Benjamin C. Lee and
Mert R. Sabuncu},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Label conditioned segmentation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {847--857},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/ma22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/MaLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/MahapatraG22,
author = {Dwarikanath Mahapatra and
Zongyuan Ge},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {{MR} Image Super Resolution By Combining Feature Disentanglement CNNs
and Vision Transformers},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {858--878},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/mahapatra22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/MahapatraG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/MalekiT22,
author = {Danial Maleki and
Hamid R. Tizhoosh},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {{LILE:} Look In-Depth before Looking Elsewhere - {A} Dual Attention
Network using Transformers for Cross-Modal Information Retrieval in
Histopathology Archives},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {879--894},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/maleki22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/MalekiT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/MalkielRWH22,
author = {Itzik Malkiel and
Gony Rosenman and
Lior Wolf and
Talma Hendler},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Self-Supervised Transformers for fMRI representation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {895--913},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/malkiel22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/MalkielRWH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/MeissenWKR22,
author = {Felix Meissen and
Benedikt Wiestler and
Georgios Kaissis and
Daniel Rueckert},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {On the Pitfalls of Using the Residual Error as Anomaly Score},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {914--928},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/meissen22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/MeissenWKR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/OreillerFAPD22,
author = {Valentin Oreiller and
Julien Fageot and
Vincent Andrearczyk and
John O. Prior and
Adrien Depeursinge},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Robust Multi-Organ Nucleus Segmentation Using a Locally Rotation Invariant
Bispectral U-Net},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {929--943},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/oreiller22a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midl/OreillerFAPD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/PinaCCGGV22,
author = {Oscar Pina and
Irene Cumplido{-}Mayoral and
Raffaele Cacciaglia and
Jos{\'{e}} Mar{\'{\i}}a Gonz{\'{a}}lez{-}de{-}Ech{\'{a}}varri and
Juan Domingo Gispert and
Ver{\'{o}}nica Vilaplana},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Structural Networks for Brain Age Prediction},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {944--960},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/pina22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/PinaCCGGV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/RabbaniSBB22,
author = {Navid Rabbani and
Callyane S{\`{e}}ve{-}d'Erceville and
Nicolas Bourdel and
Adrien Bartoli},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Video-based Computer-aided Laparoscopic Bleeding Management: a Space-time
Memory Neural Network with Positional Encoding and Adversarial Domain
Adaptation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {961--974},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/rabbani22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/RabbaniSBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/RedekopSKSRMSA22,
author = {Ekaterina Redekop and
Karthik V. Sarma and
Adam Kinnaird and
Anthony Sisk and
Steven S. Raman and
Leonard S. Marks and
William Speier and
Corey W. Arnold},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Attention-Guided Prostate Lesion Localization and Grade Group Classification
with Multiple Instance Learning},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {975--987},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/redekop22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/RedekopSKSRMSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/RoyK022,
author = {Saikat Roy and
David K{\"{u}}gler and
Martin Reuter},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Are 2.5D approaches superior to 3D deep networks in whole brain segmentation?},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {988--1004},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/roy22a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midl/RoyK022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SaeedHAY22,
author = {Numan Saeed and
Shahad Hardan and
Kudaibergen Abutalip and
Mohammad Yaqub},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Is it Possible to Predict {MGMT} Promoter Methylation from Brain Tumor
{MRI} Scans using Deep Learning Models?},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1005--1018},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/saeed22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/SaeedHAY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SamantaS22,
author = {Pranab Samanta and
Nitin Singhal},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {{YAMU:} Yet Another Modified U-Net Architecture for Semantic Segmentation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1019--1033},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/samanta22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/SamantaS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SchroeterMAA22,
author = {Julien Schroeter and
Chelsea Myers{-}Colet and
Douglas L. Arnold and
Tal Arbel},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Segmentation-Consistent Probabilistic Lesion Counting},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1034--1056},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/schroeter22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/SchroeterMAA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/ShahinJAB22,
author = {Ahmed H. Shahin and
Joseph Jacob and
Daniel C. Alexander and
David Barber},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Survival Analysis for Idiopathic Pulmonary Fibrosis using {CT} Images
and Incomplete Clinical Data},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1057--1074},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/shahin22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/ShahinJAB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/ShangTFHRMSHRSK22,
author = {Ziyao Shang and
Md Asadullah Turja and
Eric Feczko and
Audrey Houghton and
Amanda Rueter and
Lucille A Moore and
Kathy Snider and
Timothy Hendrickson and
Paul Reiners and
Sally Stoyell and
Omid Kardan and
Monica Rosenberg and
Jed T. Elison and
Damien A. Fair and
Martin A. Styner},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Learning Strategies for Contrast-agnostic Segmentation via SynthSeg
for Infant {MRI} data},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1075--1084},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/shang22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/ShangTFHRMSHRSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/ShanmugalingamS22,
author = {Kuruparan Shanmugalingam and
Arcot Sowmya and
Daniel Aaron Moses and
Erik Meijering},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Attention Guided Deep Supervision Model for Prostate Segmentation
in Multisite Heterogeneous {MRI} Data},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1085--1095},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/shanmugalingam22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/ShanmugalingamS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/Sheikh022,
author = {Rasha Sheikh and
Thomas Schultz},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Unsupervised Domain Adaptation for Medical Image Segmentation via
Self-Training of Early Features},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1096--1107},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/sheikh22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/Sheikh022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SiegismundWHS22,
author = {Daniel Siegismund and
Mario Wieser and
Stephan Heyse and
Stephan Steigele},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Self-Supervised Representation Learning for High-Content Screening},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1108--1124},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/siegismund22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/SiegismundWHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SimkoLGNJ22,
author = {Attila Simk{\'{o}} and
Tommy L{\"{o}}fstedt and
Anders Garpebring and
Tufve Nyholm and
Joakim Jonsson},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {{MRI} bias field correction with an implicitly trained {CNN}},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1125--1138},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/simko22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/SimkoLGNJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SinglaRHLRRN22,
author = {Rohit Singla and
Cailin Ringstrom and
Ricky Hu and
Victoria A. Lessoway and
Janice Reid and
Robert Rohling and
Christopher Y. Nguan},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Speckle and Shadows: Ultrasound-specific Physics-based Data Augmentation
for Kidney Segmentation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1139--1148},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/singla22a.html},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midl/SinglaRHLRRN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SobirovNAY22,
author = {Ikboljon Sobirov and
Otabek Nazarov and
Hussain Alasmawi and
Mohammad Yaqub},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers
Are?},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1149--1161},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/sobirov22a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midl/SobirovNAY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SunWCNCL0L22,
author = {Xinzi Sun and
Dechun Wang and
Qilei Chen and
Jing Ni and
Shuijiao Chen and
Xiaowei Liu and
Yu Cao and
Benyuan Liu},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {MAF-Net: Multi-branch Anchor-Free Detector for Polyp Localization
and Classification in Colonoscopy},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1162--1172},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/sun22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/SunWCNCL0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/SusmeljLODDPR22,
author = {Anna Klimovskaia Susmelj and
Berkan Lafci and
Firat Ozdemir and
Neda Davoudi and
Xos{\'{e}}{-}Lu{\'{\i}}s Dean{-}Ben and
Fernando P{\'{e}}rez{-}Cruz and
Daniel Razansky},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Signal Domain Learning Approach for Optoacoustic Image Reconstruction
from Limited View Data},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1173--1191},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/susmelj22a.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/SusmeljLODDPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/TaherHGL22,
author = {Mohammad Reza Hosseinzadeh Taher and
Fatemeh Haghighi and
Michael B. Gotway and
Jianming Liang},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {CAiD: Context-Aware Instance Discrimination for Self-supervised Learning
in Medical Imaging},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {535--551},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/hosseinzadeh-taher22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/TaherHGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/TomarVTB22,
author = {Devavrat Tomar and
Guillaume Vray and
Jean{-}Philippe Thiran and
Behzad Bozorgtabar},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {OptTTA: Learnable Test-Time Augmentation for Source-Free Medical Image
Segmentation Under Domain Shift},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1192--1217},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/tomar22a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midl/TomarVTB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/TomasiniARM22,
author = {Clara Tomasini and
I{\~{n}}igo Alonso and
Luis Riazuelo and
Ana C. Murillo},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Efficient tool segmentation for endoscopic videos in the wild},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1218--1234},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/tomasini22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/TomasiniARM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/TsunekiK22,
author = {Masayuki Tsuneki and
Fahdi Kanavati},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Inference of captions from histopathological patches},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1235--1250},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/tsuneki22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/TsunekiK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/VadineanuPDB22,
author = {Serban Vadineanu and
Dani{\"{e}}l Maria Pelt and
Oleh Dzyubachyk and
Kees Joost Batenburg},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {An Analysis of the Impact of Annotation Errors on the Accuracy of
Deep Learning for Cell Segmentation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1251--1267},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/vadineanu22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/VadineanuPDB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/VodenicharskiMW22,
author = {Boyko Vodenicharski and
Samuel McDermott and
Katherine M. Webber and
Viola Introini and
Pietro Cicuta and
Richard W. Bowman and
Ivor J. A. Simpson and
Neill D. F. Campbell},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Cell Anomaly Localisation using Structured Uncertainty Prediction
Networks},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1285--1300},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/vodenicharski22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/VodenicharskiMW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/VrabacSHNBR22,
author = {Damir Vrabac and
Akshay Smit and
Yujie He and
Andrew Y. Ng and
Andrew L. Beam and
Pranav Rajpurkar},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {MedSelect: Selective Labeling for Medical Image Classification Using
Meta-Learning},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1301--1310},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/vrabac22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/VrabacSHNBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/WagnerR22,
author = {Royden Wagner and
Karl Rohr},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {EfficientCellSeg: Efficient Volumetric Cell Segmentation Using Context
Aware Pseudocoloring},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1311--1321},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/wagner22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/WagnerR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/WangBMB22,
author = {Yuan Wang and
Laura Blackie and
Irene Miguel{-}Aliaga and
Wenjia Bai},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Memory-efficient Segmentation of High-resolution Volumetric MicroCT
Images},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1322--1335},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/wang22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/WangBMB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/WollebSBVC22,
author = {Julia Wolleb and
Robin Sandk{\"{u}}hler and
Florentin Bieder and
Philippe Valmaggia and
Philippe C. Cattin},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Diffusion Models for Implicit Image Segmentation Ensembles},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1336--1348},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/wolleb22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/WollebSBVC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/WolterinkZB22,
author = {Jelmer M. Wolterink and
Jesse C. Zwienenberg and
Christoph Brune},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Implicit Neural Representations for Deformable Image Registration},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1349--1359},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/wolterink22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/WolterinkZB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/WooEFCC22,
author = {Boyeong Woo and
Craig Engstrom and
Jurgen Fripp and
Stuart Crozier and
Shekhar S. Chandra},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Anomaly-Aware 3D Segmentation of Knee Magnetic Resonance Images},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1360--1374},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/woo22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/WooEFCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/WuZLHK22,
author = {Jiqing Wu and
Inti Zlobec and
Maxime W. Lafarge and
Yukun He and
Viktor H. Koelzer},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Towards {IID} representation learning and its application on biomedical
data},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1375--1402},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/wu22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/WuZLHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/X22,
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Preface},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1--4},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/konukoglu22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/X22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/XinPAM22,
author = {Bingyu Xin and
Timothy S. Phan and
Leon Axel and
Dimitris N. Metaxas},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Learned Half-Quadratic Splitting Network for {MR} Image Reconstruction},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1403--1412},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/xin22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/XinPAM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/XuZJBWGAOJ22,
author = {Mou{-}Cheng Xu and
Yukun Zhou and
Chen Jin and
Stefano B. Blumberg and
Frederick J. Wilson and
Marius de Groot and
Daniel C. Alexander and
Neil P. Oxtoby and
Joseph Jacob},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Learning Morphological Feature Perturbations for Calibrated Semi-Supervised
Segmentation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1413--1429},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/xu22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/XuZJBWGAOJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/YangGYXM22,
author = {Yanwu Yang and
Xutao Guo and
Chenfei Ye and
Yang Xiang and
Ting Ma},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Regularizing Brain Age Prediction via Gated Knowledge Distillation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1430--1443},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/yang22a.html},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midl/YangGYXM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/YaoLZW0YL22,
author = {Yuan Yao and
Fengze Liu and
Zongwei Zhou and
Yan Wang and
Wei Shen and
Alan L. Yuille and
Yongyi Lu},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Unsupervised Domain Adaptation through Shape Modeling for Medical
Image Segmentation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1444--1458},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/yao22a.html},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/YaoLZW0YL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/YeatonKMAH22,
author = {Anna Yeaton and
Rahul G. Krishnan and
Rebecca J. Mieloszyk and
David Alvarez{-}Melis and
Grace Huynh},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Hierarchical Optimal Transport for Comparing Histopathology Datasets},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1459--1469},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/yeaton22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/YeatonKMAH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/YinHPWL22,
author = {Sixing Yin and
Yameng Han and
Judong Pan and
Yining Wang and
Shufang Li},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement
Learning},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1470--1481},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/yin22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/YinHPWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/YuWDS22,
author = {Evan M. Yu and
Alan Q. Wang and
Adrian V. Dalca and
Mert R. Sabuncu},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {KeyMorph: Robust Multi-modal Affine Registration via Unsupervised
Keypoint Detection},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1482--1503},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/yu22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/YuWDS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/ZhuFR22,
author = {Weicheng Zhu and
Carlos Fernandez{-}Granda and
Narges Razavian},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence
With Self-supervised Learning},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1504--1522},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/zhu22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/ZhuFR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/ZhuHWYLOX22,
author = {Xiner Zhu and
Haoji Hu and
Hualiang Wang and
Jincao Yao and
Wei Li and
Di Ou and
Dong Xu},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Region Aware Transformer for Automatic Breast Ultrasound Tumor Segmentation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {1523--1537},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/zhu22b.html},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/midl/ZhuHWYLOX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/midl/2022,
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
publisher = {{PMLR}},
year = {2022},
url = {http://proceedings.mlr.press/v172/},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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