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ORCIDBibTeX records: Klaus H. Maier-Hein
@inproceedings{DBLP:conf/bildmed/Brugnara0SDKSDM24,
author = {Gianluca Brugnara and
Michael Baumgartner and
Edwin D. Scholze and
Katerina Deike{-}Hofmann and
Klaus Kades and
Jonas Scherer and
Stefan Denner and
Hagen Meredig and
Aditya Rastogi and
Mustafa A. Mahmutoglu and
Christian Ulfert and
Ulf Neuberger and
Silvia Sch{\"{o}}nenberger and
Kai Schlamp and
Zeynep Bendella and
Thomas Pinetz and
Carsten Schmeel and
Wolfgang Wick and
Peter A. Ringleb and
Ralf Floca and
Markus M{\"{o}}hlenbruch and
Alexander Radbruch and
Martin Bendszus and
Klaus H. Maier{-}Hein and
Philipp Vollmuth},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Deep Learning-based Detection of Vessel Occlusions on CT-Angiography
in Patients with Suspected Acute Ischemic Stroke},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {9},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_4},
doi = {10.1007/978-3-658-44037-4\_4},
timestamp = {Mon, 26 Feb 2024 10:39:04 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/Brugnara0SDKSDM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/UlrichIWZ0M24,
author = {Constantin Ulrich and
Fabian Isensee and
Tassilo Wald and
Maximilian Zenk and
Michael Baumgartner and
Klaus H. Maier{-}Hein},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Multi-dataset Approach to Medical Image Segmentation - MultiTalent},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {78},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_22},
doi = {10.1007/978-3-658-44037-4\_22},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/UlrichIWZ0M24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/RoyK0UIJM24,
author = {Saikat Roy and
Gregor K{\"{o}}hler and
Michael Baumgartner and
Constantin Ulrich and
Fabian Isensee and
Paul F. Jaeger and
Klaus H. Maier{-}Hein},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: 3D Medical Image Segmentation with Transformer-based Scaling
of ConvNets - MedNeXt},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {79},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_23},
doi = {10.1007/978-3-658-44037-4\_23},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/RoyK0UIJM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/KullaSMN24,
author = {Lucas Kulla and
Philipp Schader and
Klaus H. Maier{-}Hein and
Marco Nolden},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Harmonized Import of Clinical Research Data for the Open Source Image
Analysis Platform Kaapana},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {102--107},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_31},
doi = {10.1007/978-3-658-44037-4\_31},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/KullaSMN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/KovacsN0EBMJZFS24,
author = {Balint Kovacs and
Nils Netzer and
Michael Baumgartner and
Carolin Eith and
Dimitrios Bounias and
Clara Meinzer and
Paul F. J{\"{a}}ger and
Kevin S. Zhang and
Ralf Floca and
Adrian Schrader and
Fabian Isensee and
Regula Gnirs and
Magdalena G{\"{o}}rtz and
Viktoria Sch{\"{u}}tz and
Albrecht Stenzinger and
Markus Hohenfellner and
Heinz{-}Peter Schlemmer and
Ivo Wolf and
David Bonekamp and
Klaus H. Maier{-}Hein},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Anatomy-informed Data Augmentation for Enhanced Prostate
Cancer Detection},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {114},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_33},
doi = {10.1007/978-3-658-44037-4\_33},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/KovacsN0EBMJZFS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/AlmeidaLNWNJHBW24,
author = {Silvia Dias Almeida and
Carsten T. L{\"{u}}th and
Tobias Norajitra and
Tassilo Wald and
Marco Nolden and
Paul F. J{\"{a}}ger and
Claus Peter Heussel and
J{\"{u}}rgen Biederer and
Oliver Weinheimer and
Klaus H. Maier{-}Hein},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Reformulating {COPD} Classification on Chest {CT} Scans
as Anomaly Detection using Contrastive Representations - cOOpD},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {115},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_34},
doi = {10.1007/978-3-658-44037-4\_34},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/AlmeidaLNWNJHBW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/BohnHAKGNCRPSKM24,
author = {Jonas R. Bohn and
Christian M. Heidt and
Silvia Dias Almeida and
Lisa Kausch and
Michael G{\"{o}}tz and
Marco Nolden and
Petros Christopoulos and
Stephan Rheinheimer and
Alan A. Peters and
Oyunbileg von Stackelberg and
Hans{-}Ulrich Kauczor and
Klaus H. Maier{-}Hein and
Claus Peter Heu{\ss}el and
Tobias Norajitra},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Radiomics Processing Toolkit - Role of Feature Computation
on Prediction Performance},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {129},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_38},
doi = {10.1007/978-3-658-44037-4\_38},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/BohnHAKGNCRPSKM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/FischerNSXAUMBG24,
author = {Maximilian Fischer and
Peter Neher and
Peter Sch{\"{u}}ffler and
Shuhan Xiao and
Silvia Dias Almeida and
Constantin Ulrich and
Alexander Muckenhuber and
Rickmer Braren and
Michael G{\"{o}}tz and
Jens Kleesiek and
Marco Nolden and
Klaus H. Maier{-}Hein},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Enhanced Diagnostic Fidelity in Pathology Whole Slide Image
Compression via Deep Learning},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {158},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_47},
doi = {10.1007/978-3-658-44037-4\_47},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/FischerNSXAUMBG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/KohlerWUZJFKIM24,
author = {Gregor K{\"{o}}hler and
Tassilo Wald and
Constantin Ulrich and
David Zimmerer and
Paul F. Jaeger and
J{\"{o}}rg K. H. Franke and
Simon Kohl and
Fabian Isensee and
Klaus H. Maier{-}Hein},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: RecycleNet - Latent Feature Recycling Leads to Iterative
Decision Refinement},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {219},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_63},
doi = {10.1007/978-3-658-44037-4\_63},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/KohlerWUZJFKIM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/Bounias0NKFJKEH24,
author = {Dimitrios Bounias and
Michael Baumgartner and
Peter Neher and
Balint Kovacs and
Ralf Floca and
Paul F. Jaeger and
Lorenz A. Kapsner and
Jessica Eberle and
Dominique Hadler and
Frederik B. Laun and
Sabine Ohlmeyer and
Klaus H. Maier{-}Hein and
Sebastian Bickelhaupt},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Object Detection for Breast Diffusion-weighted Imaging},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {334},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_84},
doi = {10.1007/978-3-658-44037-4\_84},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/Bounias0NKFJKEH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/PeretzkeMBKROBL24,
author = {Robin Peretzke and
Klaus H. Maier{-}Hein and
Jonas Bohn and
Yannick Kirchhoff and
Saikat Roy and
Sabrina Oberli{-}Palma and
Daniela Becker and
Pavlina Lenga and
Peter Neher},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Semi-automatic White Matter Tract Segmentation using Active
Learning atTRACTive},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {335},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_85},
doi = {10.1007/978-3-658-44037-4\_85},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/PeretzkeMBKROBL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/KohlerWUZJFKIM24,
author = {Gregor K{\"{o}}hler and
Tassilo Wald and
Constantin Ulrich and
David Zimmerer and
Paul F. Jaeger and
J{\"{o}}rg K. H. Franke and
Simon Kohl and
Fabian Isensee and
Klaus H. Maier{-}Hein},
title = {RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {799--807},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00086},
doi = {10.1109/WACV57701.2024.00086},
timestamp = {Wed, 17 Apr 2024 07:41:22 +0200},
biburl = {https://dblp.org/rec/conf/wacv/KohlerWUZJFKIM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bildmed/2024,
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4},
doi = {10.1007/978-3-658-44037-4},
isbn = {978-3-658-44036-7},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08501,
author = {Kim{-}Celine Kahl and
Carsten T. L{\"{u}}th and
Maximilian Zenk and
Klaus H. Maier{-}Hein and
Paul F. Jaeger},
title = {ValUES: {A} Framework for Systematic Validation of Uncertainty Estimation
in Semantic Segmentation},
journal = {CoRR},
volume = {abs/2401.08501},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08501},
doi = {10.48550/ARXIV.2401.08501},
eprinttype = {arXiv},
eprint = {2401.08501},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08501.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-06567,
author = {Stefan Denner and
David Zimmerer and
Dimitrios Bounias and
Markus Bujotzek and
Shuhan Xiao and
Lisa Kausch and
Philipp Schader and
Tobias Penzkofer and
Paul F. J{\"{a}}ger and
Klaus H. Maier{-}Hein},
title = {Leveraging Foundation Models for Content-Based Medical Image Retrieval
in Radiology},
journal = {CoRR},
volume = {abs/2403.06567},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.06567},
doi = {10.48550/ARXIV.2403.06567},
eprinttype = {arXiv},
eprint = {2403.06567},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-06567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07428,
author = {Michael G{\"{o}}tz and
Christian Weber and
Christoph Kolb and
Klaus H. Maier{-}Hein},
title = {Input Data Adaptive Learning {(IDAL)} for Sub-acute Ischemic Stroke
Lesion Segmentation},
journal = {CoRR},
volume = {abs/2403.07428},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07428},
doi = {10.48550/ARXIV.2403.07428},
eprinttype = {arXiv},
eprint = {2403.07428},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07434,
author = {Michael G{\"{o}}tz and
Christian Weber and
Franciszek Binczyk and
Joanna Polanska and
Rafal Tarnawski and
Barbara Bobek{-}Billewicz and
Ullrich K{\"{o}}the and
Jens Kleesiek and
Bram Stieltjes and
Klaus H. Maier{-}Hein},
title = {{DALSA:} Domain Adaptation for Supervised Learning From Sparsely Annotated
{MR} Images},
journal = {CoRR},
volume = {abs/2403.07434},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07434},
doi = {10.48550/ARXIV.2403.07434},
eprinttype = {arXiv},
eprint = {2403.07434},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07434.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08280,
author = {Katerina Deike{-}Hofmann and
Dorottya Dancs and
Daniel Paech and
Heinz{-}Peter Schlemmer and
Klaus H. Maier{-}Hein and
Philipp B{\"{a}}umer and
Alexander Radbruch and
Michael G{\"{o}}tz},
title = {Pre-examinations Improve Automated Metastases Detection on Cranial
{MRI}},
journal = {CoRR},
volume = {abs/2403.08280},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08280},
doi = {10.48550/ARXIV.2403.08280},
eprinttype = {arXiv},
eprint = {2403.08280},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08280.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-12834,
author = {Karol Gotkowski and
Carsten T. L{\"{u}}th and
Paul F. J{\"{a}}ger and
Sebastian Ziegler and
Lars Kr{\"{a}}mer and
Stefan Denner and
Shuhan Xiao and
Nico Disch and
Klaus H. Maier{-}Hein and
Fabian Isensee},
title = {Embarrassingly Simple Scribble Supervision for 3D Medical Segmentation},
journal = {CoRR},
volume = {abs/2403.12834},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.12834},
doi = {10.48550/ARXIV.2403.12834},
eprinttype = {arXiv},
eprint = {2403.12834},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-12834.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/BilicCLVBKSJMCL23,
author = {Patrick Bilic and
Patrick Ferdinand Christ and
Hongwei Li and
Eugene Vorontsov and
Avi Ben{-}Cohen and
Georgios Kaissis and
Adi Szeskin and
Colin Jacobs and
Gabriel Efrain Humpire Mamani and
Gabriel Chartrand and
Fabian Loh{\"{o}}fer and
Julian Walter Holch and
Wieland H. Sommer and
Felix Hofmann and
Alexandre Hostettler and
Naama Lev{-}Cohain and
Michal Drozdzal and
Michal Marianne Amitai and
Refael Vivanti and
Jacob Sosna and
Ivan Ezhov and
Anjany Sekuboyina and
Fernando Navarro and
Florian Kofler and
Johannes C. Paetzold and
Suprosanna Shit and
Xiaobin Hu and
Jana Lipkov{\'{a}} and
Markus Rempfler and
Marie Piraud and
Jan Kirschke and
Benedikt Wiestler and
Zhiheng Zhang and
Christian H{\"{u}}lsemeyer and
Marcel Beetz and
Florian Ettlinger and
Michela Antonelli and
Woong Bae and
Miriam Bellver and
Lei Bi and
Hao Chen and
Grzegorz Chlebus and
Erik B. Dam and
Qi Dou and
Chi{-}Wing Fu and
Bogdan Georgescu and
Xavier Gir{\'{o}}{-}i{-}Nieto and
Felix Gr{\"{u}}n and
Xu Han and
Pheng{-}Ann Heng and
J{\"{u}}rgen Hesser and
Jan Hendrik Moltz and
Christian Igel and
Fabian Isensee and
Paul J{\"{a}}ger and
Fucang Jia and
Krishna Chaitanya Kaluva and
Mahendra Khened and
Ildoo Kim and
Jae{-}Hun Kim and
Sungwoong Kim and
Simon Kohl and
Tomasz K. Konopczynski and
Avinash Kori and
Ganapathy Krishnamurthi and
Fan Li and
Hongchao Li and
Junbo Li and
Xiaomeng Li and
John S. Lowengrub and
Jun Ma and
Klaus H. Maier{-}Hein and
Kevis{-}Kokitsi Maninis and
Hans Meine and
Dorit Merhof and
Akshay Pai and
Mathias Perslev and
Jens Petersen and
Jordi Pont{-}Tuset and
Jin Qi and
Xiaojuan Qi and
Oliver Rippel and
Karsten Roth and
Ignacio Sarasua and
Andrea Schenk and
Zengming Shen and
Jordi Torres and
Christian Wachinger and
Chunliang Wang and
Leon Weninger and
Jianrong Wu and
Daguang Xu and
Xiaoping Yang and
Simon Chun{-}Ho Yu and
Yading Yuan and
Miao Yue and
Liping Zhang and
Manuel Jorge Cardoso and
Spyridon Bakas and
Rickmer Braren and
Volker Heinemann and
Christopher Pal and
An Tang and
Samuel Kadoury and
Luc Soler and
Bram van Ginneken and
Hayit Greenspan and
Leo Joskowicz and
Bjoern H. Menze},
title = {The Liver Tumor Segmentation Benchmark (LiTS)},
journal = {Medical Image Anal.},
volume = {84},
pages = {102680},
year = {2023},
url = {https://doi.org/10.1016/j.media.2022.102680},
doi = {10.1016/J.MEDIA.2022.102680},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/BilicCLVBKSJMCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/KauschTKNKABPVM23,
author = {Lisa Kausch and
Sarina Thomas and
Holger Kunze and
Tobias Norajitra and
Andr{\'{e}} Klein and
Leonardo Ayala and
Jan Siad El Barbari and
Maxim Privalov and
Sven Yves Vetter and
Andreas H. Mahnken and
Lena Maier{-}Hein and
Klaus H. Maier{-}Hein},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: C-arm Positioning for Standard Projections During Spinal
Implant Placement},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
pages = {10},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_5},
doi = {10.1007/978-3-658-41657-7\_5},
timestamp = {Tue, 27 Feb 2024 08:44:43 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/KauschTKNKABPVM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/IsenseeUWM23,
author = {Fabian Isensee and
Constantin Ulrich and
Tassilo Wald and
Klaus H. Maier{-}Hein},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Extending nnU-Net Is All You Need},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
pages = {12--17},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_7},
doi = {10.1007/978-3-658-41657-7\_7},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/IsenseeUWM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/KadesSZKM23,
author = {Klaus Kades and
Jonas Scherer and
Maximilian Zenk and
Marius Kempf and
Klaus H. Maier{-}Hein},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Towards Real-world Federated Learning in Medical Image Analysis
using Kaapana},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
pages = {140},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_31},
doi = {10.1007/978-3-658-41657-7\_31},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/KadesSZKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/Ickler0RWM23,
author = {Marc K. Ickler and
Michael Baumgartner and
Saikat Roy and
Tassilo Wald and
Klaus H. Maier{-}Hein},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Taming Detection Transformers for Medical Object Detection},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
pages = {183--188},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_39},
doi = {10.1007/978-3-658-41657-7\_39},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/Ickler0RWM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/PflugerWISMSBBH23,
author = {Irada Pfl{\"{u}}ger and
Tassilo Wald and
Fabian Isensee and
Marianne Schell and
Hagen Meredig and
Kai Schlamp and
Denise Bernhardt and
Gianluca Brugnara and
Claus Peter Heu{\ss}el and
Juergen Debus and
Wolfgang Wick and
Martin Bendszus and
Klaus H. Maier{-}Hein and
Philipp Vollmuth},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Automated Detection and Quantification of Brain Metastases
on Clinical {MRI} Data using CNNs},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
pages = {196},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_41},
doi = {10.1007/978-3-658-41657-7\_41},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/PflugerWISMSBBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/FischerNGXASMBK23,
author = {Maximilian Fischer and
Peter Neher and
Michael G{\"{o}}tz and
Shuhan Xiao and
Silvia Dias Almeida and
Peter Sch{\"{u}}ffler and
Alexander Muckenhuber and
Rickmer Braren and
Jens Kleesiek and
Marco Nolden and
Klaus H. Maier{-}Hein},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Deep-learning on Lossily Compressed Pathology Images - Adverse
Effects for ImageNet Pre-trained Models},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
pages = {245},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_53},
doi = {10.1007/978-3-658-41657-7\_53},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/FischerNGXASMBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/LuthZKJIM23,
author = {Carsten T. L{\"{u}}th and
David Zimmerer and
Gregor K{\"{o}}hler and
Paul F. Jaeger and
Fabian Isensee and
Klaus H. Maier{-}Hein},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Contrastive Representations for Unsupervised Anomaly Detection and
Localization},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
pages = {246--252},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_54},
doi = {10.1007/978-3-658-41657-7\_54},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/LuthZKJIM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/ZimmererFIJAPKR23,
author = {David Zimmerer and
Peter M. Full and
Fabian Isensee and
Paul J{\"{a}}ger and
Tim Adler and
Jens Petersen and
Gregor K{\"{o}}hler and
Tobias Ro{\ss} and
Annika Reinke and
Antanas Kascenas and
Bj{\o}rn Sand Jensen and
Alison Q. O'Neil and
Jeremy Tan and
Benjamin Hou and
James Batten and
Huaqi Qiu and
Bernhard Kainz and
Nina Shvetsova and
Irina Fedulova and
Dmitry V. Dylov and
Baolun Yu and
Jianyang Zhai and
Jingtao Hu and
Runxuan Si and
Sihang Zhou and
Siqi Wang and
Xinyang Li and
Xuerun Chen and
Yang Zhao and
Sergio {Naval Marimont} and
Giacomo Tarroni and
Victor Saase and
Lena Maier{-}Hein and
Klaus H. Maier{-}Hein},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: {MOOD} 2020 - {A} Public Benchmark for Out-of-distribution
Detection and Localization on Medical Images},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
pages = {312},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_67},
doi = {10.1007/978-3-658-41657-7\_67},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/ZimmererFIJAPKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/EisenmannRWTIAA23,
author = {Matthias Eisenmann and
Annika Reinke and
Vivienn Weru and
Minu Dietlinde Tizabi and
Fabian Isensee and
Tim J. Adler and
Sharib Ali and
Vincent Andrearczyk and
Marc Aubreville and
Ujjwal Baid and
Spyridon Bakas and
Niranjan Balu and
Sophia Bano and
Jorge Bernal and
Sebastian Bodenstedt and
Alessandro Casella and
Veronika Cheplygina and
Marie Daum and
Marleen de Bruijne and
Adrien Depeursinge and
Reuben Dorent and
Jan Egger and
David G. Ellis and
Sandy Engelhardt and
Melanie Ganz and
Noha M. Ghatwary and
Gabriel Girard and
Patrick Godau and
Anubha Gupta and
Lasse Hansen and
Kanako Harada and
Mattias P. Heinrich and
Nicholas Heller and
Alessa Hering and
Arnaud Huaulm{\'{e}} and
Pierre Jannin and
A. Emre Kavur and
Oldrich Kodym and
Michal Kozubek and
Jianning Li and
Hongwei Bran Li and
Jun Ma and
Carlos Mart{\'{\i}}n{-}Isla and
Bjoern H. Menze and
J. Alison Noble and
Valentin Oreiller and
Nicolas Padoy and
Sarthak Pati and
Kelly Payette and
Tim R{\"{a}}dsch and
Jonathan Rafael{-}Patino and
Vivek Singh Bawa and
Stefanie Speidel and
Carole H. Sudre and
Kimberlin M. H. van Wijnen and
Martin Wagner and
D. Wei and
Amine Yamlahi and
Moi Hoon Yap and
C. Yuan and
Maximilian Zenk and
A. Zia and
David Zimmerer and
Dogu Baran Aydogan and
Binod Bhattarai and
Louise Bloch and
Raphael Br{\"{u}}ngel and
J. Cho and
C. Choi and
Q. Dou and
Ivan Ezhov and
Christoph M. Friedrich and
C. Fuller and
Rebati Raman Gaire and
Adrian Galdran and
{\'{A}}lvaro Garc{\'{\i}}a{-}Faura and
Maria Grammatikopoulou and
S. Hong and
Mostafa Jahanifar and
I. Jang and
Abdolrahim Kadkhodamohammadi and
I. Kang and
Florian Kofler and
S. Kondo and
Hugo Jaco Kuijf and
M. Li and
M. Luu and
Tomaz Martincic and
Pedro Morais and
Mohamed A. Naser and
Bruno Oliveira and
David Owen and
S. Pang and
J. Park and
S. Park and
Szymon Plotka and
{\'{E}}lodie Puybareau and
Nasir M. Rajpoot and
K. Ryu and
Numan Saeed and
Adam Shephard and
Pengcheng Shi and
Dejan Stepec and
Ronast Subedi and
Guillaume Tochon and
Helena R. Torres and
H{\'{e}}l{\`{e}}ne Urien and
Jo{\~{a}}o L. Vila{\c{c}}a and
Kareem A. Wahid and
H. Wang and
J. Wang and
L. Wang and
X. Wang and
Benedikt Wiestler and
Marek Wodzinski and
F. Xia and
J. Xie and
Z. Xiong and
S. Yang and
Y. Yang and
Z. Zhao and
Klaus H. Maier{-}Hein and
Paul F. J{\"{a}}ger and
Annette Kopp{-}Schneider and
Lena Maier{-}Hein},
title = {Why is the Winner the Best?},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {19955--19966},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01911},
doi = {10.1109/CVPR52729.2023.01911},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/EisenmannRWTIAA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AlmeidaLNWNJHBWM23,
author = {Silvia Dias Almeida and
Carsten T. L{\"{u}}th and
Tobias Norajitra and
Tassilo Wald and
Marco Nolden and
Paul F. J{\"{a}}ger and
Claus Peter Heussel and
J{\"{u}}rgen Biederer and
Oliver Weinheimer and
Klaus H. Maier{-}Hein},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {cOOpD: Reformulating {COPD} Classification on Chest {CT} Scans as
Anomaly Detection Using Contrastive Representations},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14224},
pages = {33--43},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43904-9\_4},
doi = {10.1007/978-3-031-43904-9\_4},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/AlmeidaLNWNJHBWM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DennerSKBSKBBPM23,
author = {Stefan Denner and
Jonas Scherer and
Klaus Kades and
Dimitrios Bounias and
Philipp Schader and
Lisa Kausch and
Markus Bujotzek and
Andreas Michael Bucher and
Tobias Penzkofer and
Klaus H. Maier{-}Hein},
editor = {Binod Bhattarai and
Sharib Ali and
Anita Rau and
Anh Nguyen and
Ana I. L. Namburete and
Razvan Caramalau and
Danail Stoyanov},
title = {Efficient Large Scale Medical Image Dataset Preparation for Machine
Learning Applications},
booktitle = {Data Engineering in Medical Imaging - First {MICCAI} Workshop, {DEMI}
2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC, Canada,
October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14314},
pages = {46--55},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44992-5\_5},
doi = {10.1007/978-3-031-44992-5\_5},
timestamp = {Mon, 09 Oct 2023 17:23:42 +0200},
biburl = {https://dblp.org/rec/conf/miccai/DennerSKBSKBBPM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BohnHAKGNCRPSKMHN23,
author = {Jonas R. Bohn and
Christian M. Heidt and
Silvia Dias Almeida and
Lisa Kausch and
Michael G{\"{o}}tz and
Marco Nolden and
Petros Christopoulos and
Stephan Rheinheimer and
Alan A. Peters and
Oyunbileg von Stackelberg and
Hans{-}Ulrich Kauczor and
Klaus H. Maier{-}Hein and
Claus Peter Heussel and
Tobias Norajitra},
editor = {Jonghye Woo and
Alessa Hering and
Wilson Silva and
Xiang Li and
Huazhu Fu and
Xiaofeng Liu and
Fangxu Xing and
Sanjay Purushotham and
Tejas Sudharshan Mathai and
Pritam Mukherjee and
Max De Grauw and
Regina Beets{-}Tan and
Valentina Corbetta and
Elmar Kotter and
Mauricio Reyes and
Christian F. Baumgartner and
Quanzheng Li and
Richard M. Leahy and
Bin Dong and
Hao Chen and
Yuankai Huo and
Jinglei Lv and
Xinxing Xu and
Xiaomeng Li and
Dwarikanath Mahapatra and
Li Cheng and
Caroline Petitjean and
Beno{\^{\i}}t Presles},
title = {{RPTK:} The Role of Feature Computation on Prediction Performance},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 Workshops - {MTSAIL} 2023, {LEAF} 2023, AI4Treat 2023, {MMMI}
2023, {REMIA} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver,
BC, Canada, October 8-12, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14394},
pages = {113--122},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-47425-5\_11},
doi = {10.1007/978-3-031-47425-5\_11},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BohnHAKGNCRPSKMHN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PeretzkeMBKROBLN23,
author = {Robin Peretzke and
Klaus H. Maier{-}Hein and
Jonas Bohn and
Yannick Kirchhoff and
Saikat Roy and
Sabrina Oberli{-}Palma and
Daniela Becker and
Pavlina Lenga and
Peter Neher},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {atTRACTive: Semi-automatic White Matter Tract Segmentation Using Active
Learning},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {14227},
pages = {237--246},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43993-3\_23},
doi = {10.1007/978-3-031-43993-3\_23},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/PeretzkeMBKROBLN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RoyKUBPIJM23,
author = {Saikat Roy and
Gregor K{\"{o}}hler and
Constantin Ulrich and
Michael Baumgartner and
Jens Petersen and
Fabian Isensee and
Paul F. J{\"{a}}ger and
Klaus H. Maier{-}Hein},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {MedNeXt: Transformer-Driven Scaling of ConvNets for Medical Image
Segmentation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14223},
pages = {405--415},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43901-8\_39},
doi = {10.1007/978-3-031-43901-8\_39},
timestamp = {Thu, 05 Oct 2023 18:00:37 +0200},
biburl = {https://dblp.org/rec/conf/miccai/RoyKUBPIJM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KauschTKBM23,
author = {Lisa Kausch and
Sarina Thomas and
Holger Kunze and
Jan Siad El Barbari and
Klaus H. Maier{-}Hein},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {Shape-Based Pose Estimation for Automatic Standard Views of the Knee},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14226},
pages = {476--486},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43990-2\_45},
doi = {10.1007/978-3-031-43990-2\_45},
timestamp = {Thu, 05 Oct 2023 18:00:39 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KauschTKBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KovacsNBEBMJZFSIGGSSHSWBM23,
author = {Balint Kovacs and
Nils Netzer and
Michael Baumgartner and
Carolin Eith and
Dimitrios Bounias and
Clara Meinzer and
Paul F. J{\"{a}}ger and
Kevin S. Zhang and
Ralf Floca and
Adrian Schrader and
Fabian Isensee and
Regula Gnirs and
Magdalena Goertz and
Viktoria Schuetz and
Albrecht Stenzinger and
Markus Hohenfellner and
Heinz{-}Peter Schlemmer and
Ivo Wolf and
David Bonekamp and
Klaus H. Maier{-}Hein},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {Anatomy-Informed Data Augmentation for Enhanced Prostate Cancer Detection},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14226},
pages = {531--540},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43990-2\_50},
doi = {10.1007/978-3-031-43990-2\_50},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KovacsNBEBMJZFSIGGSSHSWBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/UlrichIWZBM23,
author = {Constantin Ulrich and
Fabian Isensee and
Tassilo Wald and
Maximilian Zenk and
Michael Baumgartner and
Klaus H. Maier{-}Hein},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {MultiTalent: {A} Multi-dataset Approach to Medical Image Segmentation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14222},
pages = {648--658},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43898-1\_62},
doi = {10.1007/978-3-031-43898-1\_62},
timestamp = {Thu, 05 Oct 2023 18:00:36 +0200},
biburl = {https://dblp.org/rec/conf/miccai/UlrichIWZBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/FischerNSXAUMBGKNM23,
author = {Maximilian Fischer and
Peter Neher and
Peter Sch{\"{u}}ffler and
Shuhan Xiao and
Silvia Dias Almeida and
Constantin Ulrich and
Alexander Muckenhuber and
Rickmer Braren and
Michael G{\"{o}}tz and
Jens Kleesiek and
Marco Nolden and
Klaus H. Maier{-}Hein},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression
via Deep Learning},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14349},
pages = {427--436},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45676-3\_43},
doi = {10.1007/978-3-031-45676-3\_43},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlmi-ws/FischerNSXAUMBGKNM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bildmed/2023,
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7},
doi = {10.1007/978-3-658-41657-7},
isbn = {978-3-658-41656-0},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-02126,
author = {Carsten T. L{\"{u}}th and
David Zimmerer and
Gregor K{\"{o}}hler and
Paul F. Jaeger and
Fabian Isensee and
Jens Petersen and
Klaus H. Maier{-}Hein},
title = {{CRADL:} Contrastive Representations for Unsupervised Anomaly Detection
and Localization},
journal = {CoRR},
volume = {abs/2301.02126},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.02126},
doi = {10.48550/ARXIV.2301.02126},
eprinttype = {arXiv},
eprint = {2301.02126},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-02126.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-13319,
author = {Karol Gotkowski and
Shuvam Gupta and
Jose R. A. Godinho and
Camila G. S. Tochtrop and
Klaus H. Maier{-}Hein and
Fabian Isensee},
title = {[Work in progress] Scalable, out-of-the box segmentation of individual
particles from mineral samples acquired with micro {CT}},
journal = {CoRR},
volume = {abs/2301.13319},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.13319},
doi = {10.48550/ARXIV.2301.13319},
eprinttype = {arXiv},
eprint = {2301.13319},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-13319.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01790,
author = {Annika Reinke and
Minu Tizabi and
Michael Baumgartner and
Matthias Eisenmann and
Doreen Heckmann{-}N{\"{o}}tzel and
A. Emre Kavur and
Tim R{\"{a}}dsch and
Carole H. Sudre and
Laura Aci{\'{o}}n and
Michela Antonelli and
Tal Arbel and
Spyridon Bakas and
Arriel Benis and
Matthew B. Blaschko and
Florian B{\"{u}}ttner and
M. Jorge Cardoso and
Veronika Cheplygina and
Jianxu Chen and
Evangelia Christodoulou and
Beth A. Cimini and
Gary S. Collins and
Keyvan Farahani and
Luciana Ferrer and
Adrian Galdran and
Bram van Ginneken and
Ben Glocker and
Patrick Godau and
Robert Haase and
Daniel A. Hashimoto and
Michael M. Hoffman and
Merel Huisman and
Fabian Isensee and
Pierre Jannin and
Charles E. Kahn and
Dagmar Kainmueller and
Bernhard Kainz and
Alexandros Karargyris and
Alan Karthikesalingam and
Hannes Kenngott and
Jens Kleesiek and
Florian Kofler and
Thijs Kooi and
Annette Kopp{-}Schneider and
Michal Kozubek and
Anna Kreshuk and
Tahsin M. Kur{\c{c}} and
Bennett A. Landman and
Geert Litjens and
Amin Madani and
Klaus H. Maier{-}Hein and
Anne L. Martel and
Peter Mattson and
Erik Meijering and
Bjoern H. Menze and
Karel G. M. Moons and
Henning M{\"{u}}ller and
Brennan Nichyporuk and
Felix Nickel and
Jens Petersen and
Susanne M. Rafelski and
Nasir M. Rajpoot and
Mauricio Reyes and
Michael A. Riegler and
Nicola Rieke and
Julio Saez{-}Rodriguez and
Clara I. S{\'{a}}nchez and
Shravya Shetty and
Maarten van Smeden and
Ronald M. Summers and
Abdel A. Taha and
Aleksei Tiulpin and
Sotirios A. Tsaftaris and
Ben Van Calster and
Ga{\"{e}}l Varoquaux and
Manuel Wiesenfarth and
Ziv R. Yaniv and
Paul F. J{\"{a}}ger and
Lena Maier{-}Hein},
title = {Understanding metric-related pitfalls in image analysis validation},
journal = {CoRR},
volume = {abs/2302.01790},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01790},
doi = {10.48550/ARXIV.2302.01790},
eprinttype = {arXiv},
eprint = {2302.01790},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01790.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-09975,
author = {Saikat Roy and
Gregor K{\"{o}}hler and
Constantin Ulrich and
Michael Baumgartner and
Jens Petersen and
Fabian Isensee and
Paul F. Jaeger and
Klaus H. Maier{-}Hein},
title = {MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image
Segmentation},
journal = {CoRR},
volume = {abs/2303.09975},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.09975},
doi = {10.48550/ARXIV.2303.09975},
eprinttype = {arXiv},
eprint = {2303.09975},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-09975.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-11214,
author = {Michael Baumgartner and
Peter M. Full and
Klaus H. Maier{-}Hein},
title = {Accurate Detection of Mediastinal Lesions with nnDetection},
journal = {CoRR},
volume = {abs/2303.11214},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.11214},
doi = {10.48550/ARXIV.2303.11214},
eprinttype = {arXiv},
eprint = {2303.11214},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-11214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-14444,
author = {Constantin Ulrich and
Fabian Isensee and
Tassilo Wald and
Maximilian Zenk and
Michael Baumgartner and
Klaus H. Maier{-}Hein},
title = {MultiTalent: {A} Multi-Dataset Approach to Medical Image Segmentation},
journal = {CoRR},
volume = {abs/2303.14444},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.14444},
doi = {10.48550/ARXIV.2303.14444},
eprinttype = {arXiv},
eprint = {2303.14444},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-14444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04225,
author = {Saikat Roy and
Gregor K{\"{o}}hler and
Michael Baumgartner and
Constantin Ulrich and
Jens Petersen and
Fabian Isensee and
Klaus H. Maier{-}Hein},
title = {Transformer Utilization in Medical Image Segmentation Networks},
journal = {CoRR},
volume = {abs/2304.04225},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.04225},
doi = {10.48550/ARXIV.2304.04225},
eprinttype = {arXiv},
eprint = {2304.04225},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-04225.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05396,
author = {Saikat Roy and
Tassilo Wald and
Gregor K{\"{o}}hler and
Maximilian R. Rokuss and
Nico Disch and
Julius Holzschuh and
David Zimmerer and
Klaus H. Maier{-}Hein},
title = {{SAM.MD:} Zero-shot medical image segmentation capabilities of the
Segment Anything Model},
journal = {CoRR},
volume = {abs/2304.05396},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.05396},
doi = {10.48550/ARXIV.2304.05396},
eprinttype = {arXiv},
eprint = {2304.05396},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-05396.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16717,
author = {Lisa Kausch and
Sarina Thomas and
Holger Kunze and
Jan Siad El Barbari and
Klaus H. Maier{-}Hein},
title = {Shape-based pose estimation for automatic standard views of the knee},
journal = {CoRR},
volume = {abs/2305.16717},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16717},
doi = {10.48550/ARXIV.2305.16717},
eprinttype = {arXiv},
eprint = {2305.16717},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18905,
author = {Robin Peretzke and
Klaus H. Maier{-}Hein and
Jonas Bohn and
Yannick Kirchhoff and
Saikat Roy and
Sabrina Oberli{-}Palma and
Daniela Becker and
Pavlina Lenga and
Peter Neher},
title = {atTRACTive: Semi-automatic white matter tract segmentation using active
learning},
journal = {CoRR},
volume = {abs/2305.18905},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18905},
doi = {10.48550/ARXIV.2305.18905},
eprinttype = {arXiv},
eprint = {2305.18905},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18905.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15472,
author = {Marc K. Ickler and
Michael Baumgartner and
Saikat Roy and
Tassilo Wald and
Klaus H. Maier{-}Hein},
title = {Taming Detection Transformers for Medical Object Detection},
journal = {CoRR},
volume = {abs/2306.15472},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.15472},
doi = {10.48550/ARXIV.2306.15472},
eprinttype = {arXiv},
eprint = {2306.15472},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-15472.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-02516,
author = {Tassilo Wald and
Constantin Ulrich and
Fabian Isensee and
David Zimmerer and
Gregor K{\"{o}}hler and
Michael Baumgartner and
Klaus H. Maier{-}Hein},
title = {Exploring new ways: Enforcing representational dissimilarity to learn
new features and reduce error consistency},
journal = {CoRR},
volume = {abs/2307.02516},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.02516},
doi = {10.48550/ARXIV.2307.02516},
eprinttype = {arXiv},
eprint = {2307.02516},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-02516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-07254,
author = {Silvia Dias Almeida and
Carsten T. L{\"{u}}th and
Tobias Norajitra and
Tassilo Wald and
Marco Nolden and
Paul F. Jaeger and
Claus Peter Heussel and
J{\"{u}}rgen Biederer and
Oliver Weinheimer and
Klaus H. Maier{-}Hein},
title = {cOOpD: Reformulating {COPD} classification on chest {CT} scans as
anomaly detection using contrastive representations},
journal = {CoRR},
volume = {abs/2307.07254},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.07254},
doi = {10.48550/ARXIV.2307.07254},
eprinttype = {arXiv},
eprint = {2307.07254},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-07254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-03652,
author = {Balint Kovacs and
Nils Netzer and
Michael Baumgartner and
Carolin Eith and
Dimitrios Bounias and
Clara Meinzer and
Paul F. Jaeger and
Kevin S. Zhang and
Ralf Floca and
Adrian Schrader and
Fabian Isensee and
Regula Gnirs and
Magdalena Goertz and
Viktoria Schuetz and
Albrecht Stenzinger and
Markus Hohenfellner and
Heinz{-}Peter Schlemmer and
Ivo Wolf and
David Bonekamp and
Klaus H. Maier{-}Hein},
title = {Anatomy-informed Data Augmentation for Enhanced Prostate Cancer Detection},
journal = {CoRR},
volume = {abs/2309.03652},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.03652},
doi = {10.48550/ARXIV.2309.03652},
eprinttype = {arXiv},
eprint = {2309.03652},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-03652.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-07513,
author = {Gregor K{\"{o}}hler and
Tassilo Wald and
Constantin Ulrich and
David Zimmerer and
Paul F. Jaeger and
J{\"{o}}rg K. H. Franke and
Simon Kohl and
Fabian Isensee and
Klaus H. Maier{-}Hein},
title = {RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement},
journal = {CoRR},
volume = {abs/2309.07513},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.07513},
doi = {10.48550/ARXIV.2309.07513},
eprinttype = {arXiv},
eprint = {2309.07513},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-07513.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13747,
author = {Fabian Isensee and
Klaus H. Maier{-}Hein},
title = {Look Ma, no code: fine tuning nnU-Net for the AutoPET {II} challenge
by only adjusting its {JSON} plans},
journal = {CoRR},
volume = {abs/2309.13747},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.13747},
doi = {10.48550/ARXIV.2309.13747},
eprinttype = {arXiv},
eprint = {2309.13747},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-13747.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-17285,
author = {Stefan Denner and
Jonas Scherer and
Klaus Kades and
Dimitrios Bounias and
Philipp Schader and
Lisa Kausch and
Markus Bujotzek and
Andreas Michael Bucher and
Tobias Penzkofer and
Klaus H. Maier{-}Hein},
title = {Efficient Large Scale Medical Image Dataset Preparation for Machine
Learning Applications},
journal = {CoRR},
volume = {abs/2309.17285},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.17285},
doi = {10.48550/ARXIV.2309.17285},
eprinttype = {arXiv},
eprint = {2309.17285},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-17285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-09576,
author = {Xiangde Luo and
Jia Fu and
Yunxin Zhong and
Shuolin Liu and
Bing Han and
Mehdi Astaraki and
Simone Bendazzoli and
Iuliana Toma{-}Dasu and
Yiwen Ye and
Ziyang Chen and
Yong Xia and
Yanzhou Su and
Jin Ye and
Junjun He and
Zhaohu Xing and
Hongqiu Wang and
Lei Zhu and
Kaixiang Yang and
Xin Fang and
Zhiwei Wang and
Chan Woong Lee and
Sang Joon Park and
Jaehee Chun and
Constantin Ulrich and
Klaus H. Maier{-}Hein and
Nchongmaje Ndipenoch and
Alina Dana Miron and
Yongmin Li and
Yimeng Zhang and
Yu Chen and
Lu Bai and
Jinlong Huang and
Chengyang An and
Lisheng Wang and
Kaiwen Huang and
Yunqi Gu and
Tao Zhou and
Mu Zhou and
Shichuan Zhang and
Wenjun Liao and
Guotai Wang and
Shaoting Zhang},
title = {SegRap2023: {A} Benchmark of Organs-at-Risk and Gross Tumor Volume
Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma},
journal = {CoRR},
volume = {abs/2312.09576},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.09576},
doi = {10.48550/ARXIV.2312.09576},
eprinttype = {arXiv},
eprint = {2312.09576},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-09576.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/KauschTKNKABMPV22,
author = {Lisa Kausch and
Sarina Thomas and
Holger Kunze and
Tobias Norajitra and
Andr{\'{e}} Klein and
Leonardo Ayala and
Jan Siad El Barbari and
Eric Mandelka and
Maxim Privalov and
Sven Yves Vetter and
Andreas H. Mahnken and
Lena Maier{-}Hein and
Klaus H. Maier{-}Hein},
title = {C-arm positioning for standard projections during spinal implant placement},
journal = {Medical Image Anal.},
volume = {81},
pages = {102557},
year = {2022},
url = {https://doi.org/10.1016/j.media.2022.102557},
doi = {10.1016/J.MEDIA.2022.102557},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/KauschTKNKABMPV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/RothXTSZMLXTTYH22,
author = {Holger R. Roth and
Ziyue Xu and
Carlos Tor{-}D{\'{\i}}ez and
Ramon S{\'{a}}nchez{-}Jacob and
Jonathan Zember and
Jose Molto and
Wenqi Li and
Sheng Xu and
Baris Turkbey and
Evrim Turkbey and
Dong Yang and
Ahmed Harouni and
Nicola Rieke and
Shishuai Hu and
Fabian Isensee and
Claire Tang and
Qinji Yu and
Jan S{\"{o}}lter and
Tong Zheng and
Vitali Liauchuk and
Ziqi Zhou and
Jan Hendrik Moltz and
Bruno Oliveira and
Yong Xia and
Klaus H. Maier{-}Hein and
Qikai Li and
Andreas Husch and
Luyang Zhang and
Vassili Kovalev and
Li Kang and
Alessa Hering and
Jo{\~{a}}o L. Vila{\c{c}}a and
Mona Flores and
Daguang Xu and
Bradford J. Wood and
Marius George Linguraru},
title = {Rapid artificial intelligence solutions in a pandemic - The {COVID-19-20}
Lung {CT} Lesion Segmentation Challenge},
journal = {Medical Image Anal.},
volume = {82},
pages = {102605},
year = {2022},
url = {https://doi.org/10.1016/j.media.2022.102605},
doi = {10.1016/J.MEDIA.2022.102605},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/RothXTSZMLXTTYH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/ZimmererFIJAPKR22,
author = {David Zimmerer and
Peter M. Full and
Fabian Isensee and
Paul J{\"{a}}ger and
Tim Adler and
Jens Petersen and
Gregor K{\"{o}}hler and
Tobias Ro{\ss} and
Annika Reinke and
Antanas Kascenas and
Bj{\o}rn Sand Jensen and
Alison Q. O'Neil and
Jeremy Tan and
Benjamin Hou and
James Batten and
Huaqi Qiu and
Bernhard Kainz and
Nina Shvetsova and
Irina Fedulova and
Dmitry V. Dylov and
Baolun Yu and
Jianyang Zhai and
Jingtao Hu and
Runxuan Si and
Sihang Zhou and
Siqi Wang and
Xinyang Li and
Xuerun Chen and
Yang Zhao and
Sergio {Naval Marimont} and
Giacomo Tarroni and
Victor Saase and
Lena Maier{-}Hein and
Klaus H. Maier{-}Hein},
title = {{MOOD} 2020: {A} Public Benchmark for Out-of-Distribution Detection
and Localization on Medical Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {41},
number = {10},
pages = {2728--2738},
year = {2022},
url = {https://doi.org/10.1109/TMI.2022.3170077},
doi = {10.1109/TMI.2022.3170077},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/ZimmererFIJAPKR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/ZimmererPLPKM22,
author = {David Zimmerer and
Daniel Paech and
Carsten T. L{\"{u}}th and
Jens Petersen and
Gregor K{\"{o}}hler and
Klaus H. Maier{-}Hein},
editor = {Klaus H. Maier{-}Hein and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Christoph Palm and
Thomas Tolxdorff},
title = {Unsupervised Anomaly Detection in the Wild},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2022 - Proceedings, German
Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022},
series = {Informatik Aktuell},
pages = {26--31},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-658-36932-3\_6},
doi = {10.1007/978-3-658-36932-3\_6},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/ZimmererPLPKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/BaumgartnerJIM22,
author = {Michael Baumgartner and
Paul F. J{\"{a}}ger and
Fabian Isensee and
Klaus H. Maier{-}Hein},
editor = {Klaus H. Maier{-}Hein and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: nnDetection - {A} Self-configuring Method for Medical Object
Detection},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2022 - Proceedings, German
Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022},
series = {Informatik Aktuell},
pages = {50},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-658-36932-3\_10},
doi = {10.1007/978-3-658-36932-3\_10},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/BaumgartnerJIM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/KauschTKNKBPVMM22,
author = {Lisa Kausch and
Sarina Thomas and
Holger Kunze and
Tobias Norajitra and
Andr{\'{e}} Klein and
Jan Siad El Barbari and
Maxim Privalov and
Sven Yves Vetter and
Andreas H. Mahnken and
Lena Maier{-}Hein and
Klaus H. Maier{-}Hein},
editor = {Klaus H. Maier{-}Hein and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: C-arm Positioning for Spinal Standard Projections in Different
Intra-operative Settings},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2022 - Proceedings, German
Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022},
series = {Informatik Aktuell},
pages = {127},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-658-36932-3\_27},
doi = {10.1007/978-3-658-36932-3\_27},
timestamp = {Fri, 08 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/KauschTKNKBPVMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/FischerSBGMWSKS22,
author = {Maximilian Fischer and
Philipp Schader and
Rickmer Braren and
Michael G{\"{o}}tz and
Alexander Muckenhuber and
Wilko Weichert and
Peter Sch{\"{u}}ffler and
Jens Kleesiek and
Jonas Scherer and
Klaus Kades and
Klaus H. Maier{-}Hein and
Marco Nolden},
editor = {Klaus H. Maier{-}Hein and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Christoph Palm and
Thomas Tolxdorff},
title = {{DICOM} Whole Slide Imaging for Computational Pathology Research in
Kaapana and the Joint Imaging Platform},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2022 - Proceedings, German
Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022},
series = {Informatik Aktuell},
pages = {273--278},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-658-36932-3\_58},
doi = {10.1007/978-3-658-36932-3\_58},
timestamp = {Fri, 08 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/FischerSBGMWSKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/KadesSSPNM22,
author = {Klaus Kades and
Jonas Scherer and
Jan Scholtyssek and
Tobias Penzkofer and
Marco Nolden and
Klaus H. Maier{-}Hein},
editor = {Klaus H. Maier{-}Hein and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Christoph Palm and
Thomas Tolxdorff},
title = {Efficient {DICOM} Image Tagging and Cohort Curation Within Kaapana},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2022 - Proceedings, German
Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022},
series = {Informatik Aktuell},
pages = {279--284},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-658-36932-3\_59},
doi = {10.1007/978-3-658-36932-3\_59},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/KadesSSPNM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/ZenkZIJWM22,
author = {Maximilian Zenk and
David Zimmerer and
Fabian Isensee and
Paul F. J{\"{a}}ger and
Jakob Wasserthal and
Klaus H. Maier{-}Hein},
editor = {Klaus H. Maier{-}Hein and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Christoph Palm and
Thomas Tolxdorff},
title = {Realistic Evaluation of FixMatch on Imbalanced Medical Image Classification
Tasks},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2022 - Proceedings, German
Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022},
series = {Informatik Aktuell},
pages = {291--296},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-658-36932-3\_61},
doi = {10.1007/978-3-658-36932-3\_61},
timestamp = {Fri, 08 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/ZenkZIJWM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/SeiboldRSFMSKMK22,
author = {Constantin Marc Seibold and
Simon Rei{\ss} and
M. Saquib Sarfraz and
Matthias A. Fink and
Victoria Mayer and
Jan Sellner and
Moon{-}Sung Kim and
Klaus H. Maier{-}Hein and
Jens Kleesiek and
Rainer Stiefelhagen},
title = {Detailed Annotations of Chest X-Rays via {CT} Projection for Report
Understanding},
booktitle = {33rd British Machine Vision Conference 2022, {BMVC} 2022, London,
UK, November 21-24, 2022},
pages = {58},
publisher = {{BMVA} Press},
year = {2022},
url = {https://bmvc2022.mpi-inf.mpg.de/58/},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/SeiboldRSFMSKMK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/FischerNGXASMBK22,
author = {Maximilian Fischer and
Peter Neher and
Michael G{\"{o}}tz and
Shuhan Xiao and
Silvia Dias Almeida and
Peter Sch{\"{u}}ffler and
Alexander Muckenhuber and
Rickmer Braren and
Jens Kleesiek and
Marco Nolden and
Klaus H. Maier{-}Hein},
editor = {Yuankai Huo and
Bryan A. Millis and
Yuyin Zhou and
Xiangxue Wang and
Adam P. Harrison and
Ziyue Xu},
title = {Deep Learning on Lossily Compressed Pathology Images: Adverse Effects
for ImageNet Pre-trained Models},
booktitle = {Medical Optical Imaging and Virtual Microscopy Image Analysis - First
International Workshop, {MOVI} 2022, Held in Conjunction with {MICCAI}
2022, Singapore, September 18, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13578},
pages = {73--83},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16961-8\_8},
doi = {10.1007/978-3-031-16961-8\_8},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/FischerNGXASMBK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BaumgartnerFM22,
author = {Michael Baumgartner and
Peter M. Full and
Klaus H. Maier{-}Hein},
editor = {Yiming Xiao and
Guanyu Yang and
Shuang Song},
title = {Accurate Detection of Mediastinal Lesions with nnDetection},
booktitle = {Lesion Segmentation in Surgical and Diagnostic Applications - {MICCAI}
2022 Challenges, CuRIOUS 2022, KiPA 2022 and {MELA} 2022, Held in
Conjunction with {MICCAI} 2022, Singapore, September 18-22, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13648},
pages = {79--85},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27324-7\_10},
doi = {10.1007/978-3-031-27324-7\_10},
timestamp = {Fri, 17 Mar 2023 15:41:42 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BaumgartnerFM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KohlerIM22,
author = {Gregor K{\"{o}}hler and
Fabian Isensee and
Klaus H. Maier{-}Hein},
editor = {Jun Ma and
Bo Wang},
title = {A Noisy nnU-Net Student for Semi-supervised Abdominal Organ Segmentation},
booktitle = {Fast and Low-Resource Semi-supervised Abdominal Organ Segmentation
- {MICCAI} 2022 Challenge, {FLARE} 2022, Held in Conjunction with
{MICCAI} 2022, Singapore, September 22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13816},
pages = {128--138},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23911-3\_12},
doi = {10.1007/978-3-031-23911-3\_12},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/KohlerIM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KadesSZKM22,
author = {Klaus Kades and
Jonas Scherer and
Maximilian Zenk and
Marius Kempf and
Klaus H. Maier{-}Hein},
editor = {Shadi Albarqouni and
Spyridon Bakas and
Sophia Bano and
M. Jorge Cardoso and
Bishesh Khanal and
Bennett A. Landman and
Xiaoxiao Li and
Chen Qin and
Islem Rekik and
Nicola Rieke and
Holger Roth and
Debdoot Sheet and
Daguang Xu},
title = {Towards Real-World Federated Learning in Medical Image Analysis Using
Kaapana},
booktitle = {Distributed, Collaborative, and Federated Learning, and Affordable
{AI} and Healthcare for Resource Diverse Global Health - Third {MICCAI}
Workshop, DeCaF 2022, and Second {MICCAI} Workshop, {FAIR} 2022, Held
in Conjunction with {MICCAI} 2022, Singapore, September 18 and 22,
2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13573},
pages = {130--140},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18523-6\_13},
doi = {10.1007/978-3-031-18523-6\_13},
timestamp = {Sun, 12 Nov 2023 02:07:47 +0100},
biburl = {https://dblp.org/rec/conf/miccai/KadesSZKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bildmed/2022,
editor = {Klaus H. Maier{-}Hein and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Christoph Palm and
Thomas Tolxdorff},
title = {Bildverarbeitung f{\"{u}}r die Medizin 2022 - Proceedings, German
Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022},
series = {Informatik Aktuell},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-658-36932-3},
doi = {10.1007/978-3-658-36932-3},
isbn = {978-3-658-36931-6},
timestamp = {Fri, 08 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10836,
author = {Sarthak Pati and
Ujjwal Baid and
Brandon Edwards and
Micah J. Sheller and
Hans Shih{-}Han Wang and
G. Anthony Reina and
Patrick Foley and
Alexey Gruzdev and
Deepthi Karkada and
Christos Davatzikos and
Chiharu Sako and
Satyam Ghodasara and
Michel Bilello and
Suyash Mohan and
Philipp Vollmuth and
Gianluca Brugnara and
Chandrakanth J. Preetha and
Felix Sahm and
Klaus H. Maier{-}Hein and
Maximilian Zenk and
Martin Bendszus and
Wolfgang Wick and
Evan Calabrese and
Jeffrey D. Rudie and
Javier E. Villanueva{-}Meyer and
Soonmee Cha and
Madhura Ingalhalikar and
Manali Jadhav and
Umang Pandey and
Jitender Saini and
John Garrett and
Matthew Larson and
Robert Jeraj and
Stuart Currie and
Russell Frood and
Kavi Fatania and
Raymond Y. Huang and
Ken Chang and
Carmen Bala{\~{n}}a Quintero and
Jaume Capellades and
Josep Puig and
Johannes Trenkler and
Josef Pichler and
Georg Necker and
Andreas Haunschmidt and
Stephan Meckel and
Gaurav Shukla and
Spencer Liem and
Gregory S. Alexander and
et al.},
title = {Federated Learning Enables Big Data for Rare Cancer Boundary Detection},
journal = {CoRR},
volume = {abs/2204.10836},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.10836},
doi = {10.48550/ARXIV.2204.10836},
eprinttype = {arXiv},
eprint = {2204.10836},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-10836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01653,
author = {Lena Maier{-}Hein and
Annika Reinke and
Evangelia Christodoulou and
Ben Glocker and
Patrick Godau and
Fabian Isensee and
Jens Kleesiek and
Michal Kozubek and
Mauricio Reyes and
Michael A. Riegler and
Manuel Wiesenfarth and
Michael Baumgartner and
Matthias Eisenmann and
Doreen Heckmann{-}N{\"{o}}tzel and
A. Emre Kavur and
Tim R{\"{a}}dsch and
Minu Dietlinde Tizabi and
Laura Aci{\'{o}}n and
Michela Antonelli and
Tal Arbel and
Spyridon Bakas and
Peter Bankhead and
Arriel Benis and
M. Jorge Cardoso and
Veronika Cheplygina and
Beth A. Cimini and
Gary S. Collins and
Keyvan Farahani and
Bram van Ginneken and
Daniel A. Hashimoto and
Michael M. Hoffman and
Merel Huisman and
Pierre Jannin and
Charles E. Kahn and
Alexandros Karargyris and
Alan Karthikesalingam and
Hannes Kenngott and
Annette Kopp{-}Schneider and
Anna Kreshuk and
Tahsin M. Kur{\c{c}} and
Bennett A. Landman and
Geert Litjens and
Amin Madani and
Klaus H. Maier{-}Hein and
Anne L. Martel and
Peter Mattson and
Erik Meijering and
Bjoern H. Menze and
David Moher and
Karel G. M. Moons and
Henning M{\"{u}}ller and
Felix Nickel and
Brennan Nichyporuk and
Jens Petersen and
Nasir M. Rajpoot and
Nicola Rieke and
Julio Saez{-}Rodriguez and
Clarisa S{\'{a}}nchez Guti{\'{e}}rrez and
Shravya Shetty and
Maarten van Smeden and
Carole H. Sudre and
Ronald M. Summers and
Abdel A. Taha and
Sotirios A. Tsaftaris and
Ben Van Calster and
Ga{\"{e}}l Varoquaux and
Paul F. J{\"{a}}ger},
title = {Metrics reloaded: Pitfalls and recommendations for image analysis
validation},
journal = {CoRR},
volume = {abs/2206.01653},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01653},
doi = {10.48550/ARXIV.2206.01653},
eprinttype = {arXiv},
eprint = {2206.01653},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10791,
author = {Fabian Isensee and
Constantin Ulrich and
Tassilo Wald and
Klaus H. Maier{-}Hein},
title = {Extending nnU-Net is all you need},
journal = {CoRR},
volume = {abs/2208.10791},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.10791},
doi = {10.48550/ARXIV.2208.10791},
eprinttype = {arXiv},
eprint = {2208.10791},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-10791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03416,
author = {Constantin Seibold and
Simon Rei{\ss} and
M. Saquib Sarfraz and
Matthias A. Fink and
Victoria Mayer and
Jan Sellner and
Moon{-}Sung Kim and
Klaus H. Maier{-}Hein and
Jens Kleesiek and
Rainer Stiefelhagen},
title = {Detailed Annotations of Chest X-Rays via {CT} Projection for Report
Understanding},
journal = {CoRR},
volume = {abs/2210.03416},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03416},
doi = {10.48550/ARXIV.2210.03416},
eprinttype = {arXiv},
eprint = {2210.03416},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03416.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-02701,
author = {M. Jorge Cardoso and
Wenqi Li and
Richard Brown and
Nic Ma and
Eric Kerfoot and
Yiheng Wang and
Benjamin Murray and
Andriy Myronenko and
Can Zhao and
Dong Yang and
Vishwesh Nath and
Yufan He and
Ziyue Xu and
Ali Hatamizadeh and
Wentao Zhu and
Yun Liu and
Mingxin Zheng and
Yucheng Tang and
Isaac Yang and
Michael Zephyr and
Behrooz Hashemian and
Sachidanand Alle and
Mohammad Zalbagi Darestani and
Charlie Budd and
Marc Modat and
Tom Vercauteren and
Guotai Wang and
Yiwen Li and
Yipeng Hu and
Yunguan Fu and
Benjamin Gorman and
Hans J. Johnson and
Brad W. Genereaux and
Barbaros S. Erdal and
Vikash Gupta and
Andres Diaz{-}Pinto and
Andre Dourson and
Lena Maier{-}Hein and
Paul F. Jaeger and
Michael Baumgartner and
Jayashree Kalpathy{-}Cramer and
Mona Flores and
Justin S. Kirby and
Lee A. D. Cooper and
Holger R. Roth and
Daguang Xu and
David Bericat and
Ralf Floca and
S. Kevin Zhou and
Haris Shuaib and
Keyvan Farahani and
Klaus H. Maier{-}Hein and
Stephen R. Aylward and
Prerna Dogra and
S{\'{e}}bastien Ourselin and
Andrew Feng},
title = {{MONAI:} An open-source framework for deep learning in healthcare},
journal = {CoRR},
volume = {abs/2211.02701},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.02701},
doi = {10.48550/ARXIV.2211.02701},
eprinttype = {arXiv},
eprint = {2211.02701},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-02701.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/ThomasKKPKBVFM21,
author = {Sarina Thomas and
Lisa Kausch and
Holger Kunze and
Maxim Privalov and
Andr{\'{e}} Klein and
Jan Siad El Barbari and
Celia Mart{\'{\i}}n Vicario and
Jochen Franke and
Klaus H. Maier{-}Hein},
title = {Computer-assisted contralateral side comparison of the ankle joint
using flat panel technology},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {16},
number = {5},
pages = {767--777},
year = {2021},
url = {https://doi.org/10.1007/s11548-021-02329-w},
doi = {10.1007/S11548-021-02329-W},
timestamp = {Thu, 14 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cars/ThomasKKPKBVFM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/KauschTKPVFMMM21,
author = {Lisa Kausch and
Sarina Thomas and
Holger Kunze and
Maxim Privalov and
Sven Yves Vetter and
Jochen Franke and
Andreas H. Mahnken and
Lena Maier{-}Hein and
Klaus H. Maier{-}Hein},
title = {Correction to: Toward automatic C{\unicode{8209}}arm positioning for
standard projections in orthopedic surgery},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {16},
number = {9},
pages = {1637},
year = {2021},
url = {https://doi.org/10.1007/s11548-021-02446-6},
doi = {10.1007/S11548-021-02446-6},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/KauschTKPVFMMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/MaierDHMPT21,
author = {Andreas K. Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {{IJCARS:} {BVM} 2021 special issue},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {16},
number = {12},
pages = {2067--2068},
year = {2021},
url = {https://doi.org/10.1007/s11548-021-02534-7},
doi = {10.1007/S11548-021-02534-7},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/MaierDHMPT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/MenzeIWWMRB21,
author = {Bjoern H. Menze and
Fabian Isensee and
Roland Wiest and
Benedikt Wiestler and
Klaus H. Maier{-}Hein and
Mauricio Reyes and
Spyridon Bakas},
title = {Analyzing magnetic resonance imaging data from glioma patients using
deep learning},
journal = {Comput. Medical Imaging Graph.},
volume = {88},
pages = {101828},
year = {2021},
url = {https://doi.org/10.1016/j.compmedimag.2020.101828},
doi = {10.1016/J.COMPMEDIMAG.2020.101828},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmig/MenzeIWWMRB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/HellerIMHXLNMLH21,
author = {Nicholas Heller and
Fabian Isensee and
Klaus H. Maier{-}Hein and
Xiaoshuai Hou and
Chunmei Xie and
Fengyi Li and
Yang Nan and
Guangrui Mu and
Zhiyong Lin and
Miofei Han and
Guang Yao and
Yaozong Gao and
Yao Zhang and
Yixin Wang and
Feng Hou and
Jiawei Yang and
Guangwei Xiong and
Jiang Tian and
Christopher Weight},
title = {The state of the art in kidney and kidney tumor segmentation in contrast-enhanced
{CT} imaging: Results of the KiTS19 challenge},
journal = {Medical Image Anal.},
volume = {67},
pages = {101821},
year = {2021},
url = {https://doi.org/10.1016/j.media.2020.101821},
doi = {10.1016/J.MEDIA.2020.101821},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/HellerIMHXLNMLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/KavurGBACGPCEOB21,
author = {A. Emre Kavur and
Naciye Sinem Gezer and
Mustafa Baris and
Sinem Aslan and
Pierre{-}Henri Conze and
Vladimir Groza and
Duc Duy Pham and
Soumick Chatterjee and
Philipp Ernst and
Savas {\"{O}}zkan and
Bora Baydar and
Dmitry A. Lachinov and
Shuo Han and
Josef Pauli and
Fabian Isensee and
Matthias Perkonigg and
Rachana Sathish and
Ronnie Rajan and
Debdoot Sheet and
Gurbandurdy Dovletov and
Oliver Speck and
Andreas N{\"{u}}rnberger and
Klaus H. Maier{-}Hein and
G{\"{o}}zde B. Akar and
G{\"{o}}zde B. {\"{U}}nal and
Oguz Dicle and
M. Alper Selver},
title = {{CHAOS} Challenge - combined {(CT-MR)} healthy abdominal organ segmentation},
journal = {Medical Image Anal.},
volume = {69},
pages = {101950},
year = {2021},
url = {https://doi.org/10.1016/j.media.2020.101950},
doi = {10.1016/J.MEDIA.2020.101950},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/KavurGBACGPCEOB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/RossRFWKAHFSTBA21,
author = {Tobias Ro{\ss} and
Annika Reinke and
Peter M. Full and
Martin Wagner and
Hannes Kenngott and
Martin Apitz and
Hellena Hempe and
Diana M{\^{\i}}ndroc{-}Filimon and
Patrick Scholz and
Thuy Nuong Tran and
Pierangela Bruno and
Pablo Arbel{\'{a}}ez and
Gui{-}Bin Bian and
Sebastian Bodenstedt and
Jon Lindstr{\"{o}}m Bolmgren and
Laura Bravo S{\'{a}}nchez and
Hua{-}Bin Chen and
Cristina Gonz{\'{a}}lez and
Dong Guo and
P{\aa}l Halvorsen and
Pheng{-}Ann Heng and
Enes Hosgor and
Zeng{-}Guang Hou and
Fabian Isensee and
Debesh Jha and
Tingting Jiang and
Yueming Jin and
Kadir Kirta{\c{c}} and
Sabrina Kletz and
Stefan Leger and
Zhixuan Li and
Klaus H. Maier{-}Hein and
Zhen{-}Liang Ni and
Michael A. Riegler and
Klaus Schoeffmann and
Ruohua Shi and
Stefanie Speidel and
Michael Stenzel and
Isabell Twick and
Guotai Wang and
Jiacheng Wang and
Liansheng Wang and
Lu Wang and
Yujie Zhang and
Yan{-}Jie Zhou and
Lei Zhu and
Manuel Wiesenfarth and
Annette Kopp{-}Schneider and
Beat P. M{\"{u}}ller{-}Stich and
Lena Maier{-}Hein},
title = {Comparative validation of multi-instance instrument segmentation in
endoscopy: Results of the {ROBUST-MIS} 2019 challenge},
journal = {Medical Image Anal.},
volume = {70},
pages = {101920},
year = {2021},
url = {https://doi.org/10.1016/j.media.2020.101920},
doi = {10.1016/J.MEDIA.2020.101920},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/RossRFWKAHFSTBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/TimminsSBRABBFN21,
author = {Kimberley M. Timmins and
Irene C. van der Schaaf and
Edwin Bennink and
Ynte M. Ruigrok and
Xingle An and
Michael Baumgartner and
Pascal Bourdon and
Riccardo de Feo and
Tommaso Di Noto and
Florian Dubost and
Augusto Fava{-}Sanches and
Xue Feng and
Corentin Giroud and
Inteneural Group and
Minghui Hu and
Paul F. Jaeger and
Juhana Kaiponen and
Michal Klimont and
Yuexiang Li and
Hongwei Li and
Yi Lin and
Timo Loehr and
Jun Ma and
Klaus H. Maier{-}Hein and
Guillaume Marie and
Bjoern H. Menze and
Jonas Richiardi and
Saifeddine Rjiba and
Dhaval Shah and
Suprosanna Shit and
Jussi Tohka and
Thierry Urruty and
Urszula Walinska and
Xiaoping Yang and
Yunqiao Yang and
Yin Yin and
Birgitta K. Velthuis and
Hugo J. Kuijf},
title = {Comparing methods of detecting and segmenting unruptured intracranial
aneurysms on {TOF-MRAS:} The {ADAM} challenge},
journal = {NeuroImage},
volume = {238},
pages = {118216},
year = {2021},
url = {https://doi.org/10.1016/j.neuroimage.2021.118216},
doi = {10.1016/J.NEUROIMAGE.2021.118216},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/TimminsSBRABBFN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/CampelloGIMSFMZ21,
author = {V{\'{\i}}ctor M. Campello and
Polyxeni Gkontra and
Cristian Izquierdo and
Carlos Mart{\'{\i}}n{-}Isla and
Alireza Sojoudi and
Peter M. Full and
Klaus H. Maier{-}Hein and
Yao Zhang and
Zhiqiang He and
Jun Ma and
Mario Parre{\~{n}}o and
Alberto Albiol and
Fanwei Kong and
Shawn C. Shadden and
Jorge Corral Acero and
Vaanathi Sundaresan and
Mina Saber and
Mustafa A. Alattar and
Hongwei Li and
Bjoern H. Menze and
Firas Khader and
Christoph Haarburger and
Cian M. Scannell and
Mitko Veta and
Adam Carscadden and
Kumaradevan Punithakumar and
Xiao Liu and
Sotirios A. Tsaftaris and
Xiaoqiong Huang and
Xin Yang and
Lei Li and
Xiahai Zhuang and
David Vilad{\'{e}}s and
Mart{\'{\i}}n Lu{\'{\i}}s Descalzo and
Andrea Guala and
Lucia La Mura and
Matthias G. W. Friedrich and
Ria Garg and
Julie Lebel and
Filipe Henriques and
Mahir Karakas and
Ersin {\c{C}}avus and
Steffen E. Petersen and
Sergio Escalera and
Santi Segu{\'{\i}} and
Jos{\'{e}} F. Rodr{\'{\i}}guez Palomares and
Karim Lekadir},
title = {Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation:
The M{\&}Ms Challenge},
journal = {{IEEE} Trans. Medical Imaging},
volume = {40},
number = {12},
pages = {3543--3554},
year = {2021},
url = {https://doi.org/10.1109/TMI.2021.3090082},
doi = {10.1109/TMI.2021.3090082},
timestamp = {Tue, 16 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/CampelloGIMSFMZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/SchererNKMKSGNF21,
author = {Jonas Scherer and
Marco Nolden and
Jens Kleesiek and
Jasmin Metzger and
Klaus Kades and
Verena Schneider and
Hanno Gao and
Peter Neher and
Ralf Floca and
Heinz{-}Peter Schlemmer and
Klaus H. Maier{-}Hein},
editor = {Christoph Palm and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Abstract: Joint Imaging Platform for Federated Clinical Data Analytics},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2021 - Proceedings, German
Workshop on Medical Image Computing, Regensburg, March 7-9, 2021},
series = {Informatik Aktuell},
pages = {127},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-658-33198-6\_31},
doi = {10.1007/978-3-658-33198-6\_31},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/SchererNKMKSGNF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/GotzM21,
author = {Michael G{\"{o}}tz and
Klaus H. Maier{-}Hein},
editor = {Christoph Palm and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Abstract: Data Augmentation for Information Transfer - Why Controlling
for Confounding Effects in Radiomic Studies is Important and How to
do it},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2021 - Proceedings, German
Workshop on Medical Image Computing, Regensburg, March 7-9, 2021},
series = {Informatik Aktuell},
pages = {140},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-658-33198-6\_34},
doi = {10.1007/978-3-658-33198-6\_34},
timestamp = {Wed, 03 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/GotzM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/KauschTKPVFMMM21,
author = {Lisa Kausch and
Sarina Thomas and
Holger Kunze and
Maxim Privalov and
Sven Yves Vetter and
Jochen Franke and
Andreas H. Mahnken and
Lena Maier{-}Hein and
Klaus H. Maier{-}Hein},
editor = {Christoph Palm and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Abstract: Towards Automatic C-arm Positioning for Standard Projections
in Orthopedic Surgery},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2021 - Proceedings, German
Workshop on Medical Image Computing, Regensburg, March 7-9, 2021},
series = {Informatik Aktuell},
pages = {171},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-658-33198-6\_41},
doi = {10.1007/978-3-658-33198-6\_41},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/KauschTKPVFMMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/FullIJM21,
author = {Peter M. Full and
Fabian Isensee and
Paul F. J{\"{a}}ger and
Klaus H. Maier{-}Hein},
editor = {Christoph Palm and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Abstract: Studying Robustness of Semantic Segmentation under Domain
Shift in Cardiac {MRI}},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2021 - Proceedings, German
Workshop on Medical Image Computing, Regensburg, March 7-9, 2021},
series = {Informatik Aktuell},
pages = {269},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-658-33198-6\_64},
doi = {10.1007/978-3-658-33198-6\_64},
timestamp = {Wed, 03 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/FullIJM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PetersenIKJZNWD21,
author = {Jens Petersen and
Fabian Isensee and
Gregor K{\"{o}}hler and
Paul F. J{\"{a}}ger and
David Zimmerer and
Ulf Neuberger and
Wolfgang Wick and
J{\"{u}}rgen Debus and
Sabine Heiland and
Martin Bendszus and
Philipp Vollmuth and
Klaus H. Maier{-}Hein},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {Continuous-Time Deep Glioma Growth Models},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12903},
pages = {83--92},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87199-4\_8},
doi = {10.1007/978-3-030-87199-4\_8},
timestamp = {Tue, 21 Dec 2021 17:19:23 +0100},
biburl = {https://dblp.org/rec/conf/miccai/PetersenIKJZNWD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KauschTKNKBPVMM21,
author = {Lisa Kausch and
Sarina Thomas and
Holger Kunze and
Tobias Norajitra and
Andr{\'{e}} Klein and
Jan Siad El Barbari and
Maxim Privalov and
Sven Yves Vetter and
Andreas H. Mahnken and
Lena Maier{-}Hein and
Klaus H. Maier{-}Hein},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {C-Arm Positioning for Spinal Standard Projections in Different Intra-operative
Settings},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12904},
pages = {352--362},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87202-1\_34},
doi = {10.1007/978-3-030-87202-1\_34},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KauschTKNKBPVMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BaumgartnerJIM21,
author = {Michael Baumgartner and
Paul F. J{\"{a}}ger and
Fabian Isensee and
Klaus H. Maier{-}Hein},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {nnDetection: {A} Self-configuring Method for Medical Object Detection},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12905},
pages = {530--539},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87240-3\_51},
doi = {10.1007/978-3-030-87240-3\_51},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BaumgartnerJIM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miigp/KauschSTKIM21,
author = {Lisa Kausch and
Moritz Scherer and
Sarina Thomas and
Andr{\'{e}} Klein and
Fabian Isensee and
Klaus H. Maier{-}Hein},
editor = {Cristian A. Linte and
Jeffrey H. Siewerdsen},
title = {Automatic image-based pedicle screw planning},
booktitle = {Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions,
and Modeling, Online, February 15-20, 2021},
series = {{SPIE} Proceedings},
volume = {11598},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2582571},
doi = {10.1117/12.2582571},
timestamp = {Mon, 26 Feb 2024 16:22:50 +0100},
biburl = {https://dblp.org/rec/conf/miigp/KauschSTKIM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PetersenKZIJM21,
author = {Jens Petersen and
Gregor K{\"{o}}hler and
David Zimmerer and
Fabian Isensee and
Paul F. J{\"{a}}ger and
Klaus H. Maier{-}Hein},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {GP-ConvCNP: Better generalization for conditional convolutional Neural
Processes on time series data},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {939--949},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/petersen21a.html},
timestamp = {Fri, 17 Dec 2021 17:06:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/PetersenKZIJM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bildmed/2021,
editor = {Christoph Palm and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Bildverarbeitung f{\"{u}}r die Medizin 2021 - Proceedings, German
Workshop on Medical Image Computing, Regensburg, March 7-9, 2021},
series = {Informatik Aktuell},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-658-33198-6},
doi = {10.1007/978-3-658-33198-6},
isbn = {978-3-658-33197-9},
timestamp = {Wed, 03 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05642,
author = {Annika Reinke and
Matthias Eisenmann and
Minu Dietlinde Tizabi and
Carole H. Sudre and
Tim R{\"{a}}dsch and
Michela Antonelli and
Tal Arbel and
Spyridon Bakas and
M. Jorge Cardoso and
Veronika Cheplygina and
Keyvan Farahani and
Ben Glocker and
Doreen Heckmann{-}N{\"{o}}tzel and
Fabian Isensee and
Pierre Jannin and
Charles E. Kahn and
Jens Kleesiek and
Tahsin M. Kur{\c{c}} and
Michal Kozubek and
Bennett A. Landman and
Geert Litjens and
Klaus H. Maier{-}Hein and
Bjoern H. Menze and
Henning M{\"{u}}ller and
Jens Petersen and
Mauricio Reyes and
Nicola Rieke and
Bram Stieltjes and
Ronald M. Summers and
Sotirios A. Tsaftaris and
Bram van Ginneken and
Annette Kopp{-}Schneider and
Paul J{\"{a}}ger and
Lena Maier{-}Hein},
title = {Common Limitations of Image Processing Metrics: {A} Picture Story},
journal = {CoRR},
volume = {abs/2104.05642},
year = {2021},
url = {https://arxiv.org/abs/2104.05642},
eprinttype = {arXiv},
eprint = {2104.05642},
timestamp = {Fri, 04 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-05874,
author = {Sarthak Pati and
Ujjwal Baid and
Maximilian Zenk and
Brandon Edwards and
Micah J. Sheller and
G. Anthony Reina and
Patrick Foley and
Alexey Gruzdev and
Jason Martin and
Shadi Albarqouni and
Yong Chen and
Russell Taki Shinohara and
Annika Reinke and
David Zimmerer and
John B. Freymann and
Justin S. Kirby and
Christos Davatzikos and
Rivka R. Colen and
Aikaterini Kotrotsou and
Daniel S. Marcus and
Mikhail Milchenko and
Arash Nazeri and
Hassan M. Fathallah{-}Shaykh and
Roland Wiest and
Andr{\'{a}}s Jakab and
Marc{-}Andr{\'{e}} Weber and
Abhishek Mahajan and
Lena Maier{-}Hein and
Jens Kleesiek and
Bjoern H. Menze and
Klaus H. Maier{-}Hein and
Spyridon Bakas},
title = {The Federated Tumor Segmentation (FeTS) Challenge},
journal = {CoRR},
volume = {abs/2105.05874},
year = {2021},
url = {https://arxiv.org/abs/2105.05874},
eprinttype = {arXiv},
eprint = {2105.05874},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-05874.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00817,
author = {Michael Baumgartner and
Paul F. Jaeger and
Fabian Isensee and
Klaus H. Maier{-}Hein},
title = {nnDetection: {A} Self-configuring Method for Medical Object Detection},
journal = {CoRR},
volume = {abs/2106.00817},
year = {2021},
url = {https://arxiv.org/abs/2106.00817},
eprinttype = {arXiv},
eprint = {2106.00817},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00817.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04967,
author = {Jens Petersen and
Gregor K{\"{o}}hler and
David Zimmerer and
Fabian Isensee and
Paul F. J{\"{a}}ger and
Klaus H. Maier{-}Hein},
title = {GP-ConvCNP: Better Generalization for Convolutional Conditional Neural
Processes on Time Series Data},
journal = {CoRR},
volume = {abs/2106.04967},
year = {2021},
url = {https://arxiv.org/abs/2106.04967},
eprinttype = {arXiv},
eprint = {2106.04967},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04967.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12917,
author = {Jens Petersen and
Fabian Isensee and
Gregor K{\"{o}}hler and
Paul F. J{\"{a}}ger and
David Zimmerer and
Ulf Neuberger and
Wolfgang Wick and
J{\"{u}}rgen Debus and
Sabine Heiland and
Martin Bendszus and
Philipp Vollmuth and
Klaus H. Maier{-}Hein},
title = {Continuous-Time Deep Glioma Growth Models},
journal = {CoRR},
volume = {abs/2106.12917},
year = {2021},
url = {https://arxiv.org/abs/2106.12917},
eprinttype = {arXiv},
eprint = {2106.12917},
timestamp = {Thu, 01 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12917.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/KauschTKPVFMMM20,
author = {Lisa Kausch and
Sarina Thomas and
Holger Kunze and
Maxim Privalov and
Sven Yves Vetter and
Jochen Franke and
Andreas H. Mahnken and
Lena Maier{-}Hein and
Klaus H. Maier{-}Hein},
title = {Toward automatic C-arm positioning for standard projections in orthopedic
surgery},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {15},
number = {7},
pages = {1095--1105},
year = {2020},
url = {https://doi.org/10.1007/s11548-020-02204-0},
doi = {10.1007/S11548-020-02204-0},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/KauschTKPVFMMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/RiekeH0MRABGLMO20,
author = {Nicola Rieke and
Jonny Hancox and
Wenqi Li and
Fausto Milletar{\`{\i}} and
Holger R. Roth and
Shadi Albarqouni and
Spyridon Bakas and
Mathieu N. Galtier and
Bennett A. Landman and
Klaus H. Maier{-}Hein and
S{\'{e}}bastien Ourselin and
Micah J. Sheller and
Ronald M. Summers and
Andrew Trask and
Daguang Xu and
Maximilian Baust and
M. Jorge Cardoso},
title = {The future of digital health with federated learning},
journal = {npj Digit. Medicine},
volume = {3},
year = {2020},
url = {https://doi.org/10.1038/s41746-020-00323-1},
doi = {10.1038/S41746-020-00323-1},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/RiekeH0MRABGLMO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/KompanDIMANF20,
author = {Ina Kompan and
Charlotte Debus and
Michael Ingrisch and
Klaus H. Maier{-}Hein and
Amir Abdollahi and
Marco Nolden and
Ralf Floca},
editor = {Thomas Tolxdorff and
Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm},
title = {Abstract: MITK-ModelFit},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2020 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 15. bis 17. M{\"{a}}rz
2020 in Berlin},
series = {Informatik Aktuell},
pages = {81},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-658-29267-6\_18},
doi = {10.1007/978-3-658-29267-6\_18},
timestamp = {Thu, 13 Feb 2020 10:34:56 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/KompanDIMANF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/ZimmererIPKM20,
author = {David Zimmerer and
Fabian Isensee and
Jens Petersen and
Simon Kohl and
Klaus H. Maier{-}Hein},
editor = {Thomas Tolxdorff and
Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm},
title = {Abstract: Unsupervised Anomaly Localization Using Variational Auto-Encoders},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2020 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 15. bis 17. M{\"{a}}rz
2020 in Berlin},
series = {Informatik Aktuell},
pages = {199},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-658-29267-6\_43},
doi = {10.1007/978-3-658-29267-6\_43},
timestamp = {Thu, 13 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/ZimmererIPKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/PetersenJIKNWDH20,
author = {Jens Petersen and
Paul F. J{\"{a}}ger and
Fabian Isensee and
Simon A. A. Kohl and
Ulf Neuberger and
Wolfgang Wick and
J{\"{u}}rgen Debus and
Sabine Heiland and
Martin Bendszus and
Philipp Kickingereder and
Klaus H. Maier{-}Hein},
editor = {Thomas Tolxdorff and
Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm},
title = {Abstract: Deep Probabilistic Modeling of Glioma Growth},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2020 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 15. bis 17. M{\"{a}}rz
2020 in Berlin},
series = {Informatik Aktuell},
pages = {215},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-658-29267-6\_48},
doi = {10.1007/978-3-658-29267-6\_48},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/PetersenJIKNWDH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brainles-ws/IsenseeJFVM20,
author = {Fabian Isensee and
Paul F. J{\"{a}}ger and
Peter M. Full and
Philipp Vollmuth and
Klaus H. Maier{-}Hein},
editor = {Alessandro Crimi and
Spyridon Bakas},
title = {nnU-Net for Brain Tumor Segmentation},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction
with {MICCAI} 2020, Lima, Peru, October 4, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12659},
pages = {118--132},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-72087-2\_11},
doi = {10.1007/978-3-030-72087-2\_11},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/brainles-ws/IsenseeJFVM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/FullIJM20,
author = {Peter M. Full and
Fabian Isensee and
Paul F. J{\"{a}}ger and
Klaus H. Maier{-}Hein},
editor = {Esther Puyol{-}Ant{\'{o}}n and
Mihaela Pop and
Maxime Sermesant and
V{\'{\i}}ctor M. Campello and
Alain Lalande and
Karim Lekadir and
Avan Suinesiaputra and
Oscar Camara and
Alistair A. Young},
title = {Studying Robustness of Semantic Segmentation Under Domain Shift in
Cardiac {MRI}},
booktitle = {Statistical Atlases and Computational Models of the Heart. M{\&}Ms
and {EMIDEC} Challenges - 11th International Workshop, {STACOM} 2020,
Held in Conjunction with {MICCAI} 2020, Lima, Peru, October 4, 2020,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12592},
pages = {238--249},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-68107-4\_24},
doi = {10.1007/978-3-030-68107-4\_24},
timestamp = {Thu, 16 Mar 2023 20:00:44 +0100},
biburl = {https://dblp.org/rec/conf/miccai/FullIJM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bildmed/2020,
editor = {Thomas Tolxdorff and
Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm},
title = {Bildverarbeitung f{\"{u}}r die Medizin 2020 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 15. bis 17. M{\"{a}}rz
2020 in Berlin},
series = {Informatik Aktuell},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-658-29267-6},
doi = {10.1007/978-3-658-29267-6},
isbn = {978-3-658-29266-9},
timestamp = {Thu, 13 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-06535,
author = {A. Emre Kavur and
Naciye Sinem Gezer and
Mustafa Baris and
Pierre{-}Henri Conze and
Vladimir Groza and
Duc Duy Pham and
Soumick Chatterjee and
Philipp Ernst and
Savas {\"{O}}zkan and
Bora Baydar and
Dmitry A. Lachinov and
Shuo Han and
Josef Pauli and
Fabian Isensee and
Matthias Perkonigg and
Rachana Sathish and
Ronnie Rajan and
Sinem Aslan and
Debdoot Sheet and
Gurbandurdy Dovletov and
Oliver Speck and
Andreas N{\"{u}}rnberger and
Klaus H. Maier{-}Hein and
G{\"{o}}zde B. Akar and
G{\"{o}}zde B. {\"{U}}nal and
Oguz Dicle and
M. Alper Selver},
title = {{CHAOS} Challenge - Combined {(CT-MR)} Healthy Abdominal Organ Segmentation},
journal = {CoRR},
volume = {abs/2001.06535},
year = {2020},
url = {https://arxiv.org/abs/2001.06535},
eprinttype = {arXiv},
eprint = {2001.06535},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-06535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-08119,
author = {Nicola Rieke and
Jonny Hancox and
Wenqi Li and
Fausto Milletari and
Holger Roth and
Shadi Albarqouni and
Spyridon Bakas and
Mathieu N. Galtier and
Bennett A. Landman and
Klaus H. Maier{-}Hein and
S{\'{e}}bastien Ourselin and
Micah J. Sheller and
Ronald M. Summers and
Andrew Trask and
Daguang Xu and
Maximilian Baust and
M. Jorge Cardoso},
title = {The Future of Digital Health with Federated Learning},
journal = {CoRR},
volume = {abs/2003.08119},
year = {2020},
url = {https://arxiv.org/abs/2003.08119},
eprinttype = {arXiv},
eprint = {2003.08119},
timestamp = {Fri, 11 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-08119.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-10299,
author = {Tobias Ro{\ss} and
Annika Reinke and
Peter M. Full and
Martin Wagner and
Hannes Kenngott and
Martin Apitz and
Hellena Hempe and
Diana M{\^{\i}}ndroc{-}Filimon and
Patrick Scholz and
Thuy Nuong Tran and
Pierangela Bruno and
Pablo Arbel{\'{a}}ez and
Gui{-}Bin Bian and
Sebastian Bodenstedt and
Jon Lindstr{\"{o}}m Bolmgren and
Laura Bravo S{\'{a}}nchez and
Hua{-}Bin Chen and
Cristina Gonz{\'{a}}lez and
Dong Guo and
P{\aa}l Halvorsen and
Pheng{-}Ann Heng and
Enes Hosgor and
Zeng{-}Guang Hou and
Fabian Isensee and
Debesh Jha and
Tingting Jiang and
Yueming Jin and
Kadir Kirta{\c{c}} and
Sabrina Kletz and
Stefan Leger and
Zhixuan Li and
Klaus H. Maier{-}Hein and
Zhen{-}Liang Ni and
Michael A. Riegler and
Klaus Schoeffmann and
Ruohua Shi and
Stefanie Speidel and
Michael Stenzel and
Isabell Twick and
Guotai Wang and
Jiacheng Wang and
Liansheng Wang and
Lu Wang and
Yujie Zhang and
Yan{-}Jie Zhou and
Lei Zhu and
Manuel Wiesenfarth and
Annette Kopp{-}Schneider and
Beat Peter M{\"{u}}ller{-}Stich and
Lena Maier{-}Hein},
title = {Robust Medical Instrument Segmentation Challenge 2019},
journal = {CoRR},
volume = {abs/2003.10299},
year = {2020},
url = {https://arxiv.org/abs/2003.10299},
eprinttype = {arXiv},
eprint = {2003.10299},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-10299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12668,
author = {Fabian Isensee and
Klaus H. Maier{-}Hein},
title = {OR-UNet: an Optimized Robust Residual U-Net for Instrument Segmentation
in Endoscopic Images},
journal = {CoRR},
volume = {abs/2004.12668},
year = {2020},
url = {https://arxiv.org/abs/2004.12668},
eprinttype = {arXiv},
eprint = {2004.12668},
timestamp = {Wed, 29 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-00848,
author = {Fabian Isensee and
Paul F. Jaeger and
Peter M. Full and
Philipp Vollmuth and
Klaus H. Maier{-}Hein},
title = {nnU-Net for Brain Tumor Segmentation},
journal = {CoRR},
volume = {abs/2011.00848},
year = {2020},
url = {https://arxiv.org/abs/2011.00848},
eprinttype = {arXiv},
eprint = {2011.00848},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-00848.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-07592,
author = {Peter M. Full and
Fabian Isensee and
Paul F. J{\"{a}}ger and
Klaus H. Maier{-}Hein},
title = {Studying Robustness of Semantic Segmentation under Domain Shift in
cardiac {MRI}},
journal = {CoRR},
volume = {abs/2011.07592},
year = {2020},
url = {https://arxiv.org/abs/2011.07592},
eprinttype = {arXiv},
eprint = {2011.07592},
timestamp = {Thu, 19 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-07592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08195,
author = {Darya Trofimova and
Tim Adler and
Lisa Kausch and
Lynton Ardizzone and
Klaus H. Maier{-}Hein and
Ullrich K{\"{o}}the and
Carsten Rother and
Lena Maier{-}Hein},
title = {Representing Ambiguity in Registration Problems with Conditional Invertible
Neural Networks},
journal = {CoRR},
volume = {abs/2012.08195},
year = {2020},
url = {https://arxiv.org/abs/2012.08195},
eprinttype = {arXiv},
eprint = {2012.08195},
timestamp = {Sun, 03 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-08195.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/DebusFIKMAN19,
author = {Charlotte Debus and
Ralf Floca and
Michael Ingrisch and
Ina Kompan and
Klaus H. Maier{-}Hein and
Amir Abdollahi and
Marco Nolden},
title = {MITK-ModelFit: {A} generic open-source framework for model fits and
their exploration in medical imaging - design, implementation and
application on the example of {DCE-MRI}},
journal = {{BMC} Bioinform.},
volume = {20},
number = {1},
pages = {31:1--31:18},
year = {2019},
url = {https://doi.org/10.1186/s12859-018-2588-1},
doi = {10.1186/S12859-018-2588-1},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/DebusFIKMAN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/MaierDHMPT19,
author = {Andreas K. Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Guest editorial of the {IJCARS} - {BVM} 2018 special issue},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {14},
number = {1},
pages = {1--2},
year = {2019},
url = {https://doi.org/10.1007/s11548-018-01902-0},
doi = {10.1007/S11548-018-01902-0},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/MaierDHMPT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/KleinWHM19,
author = {Andr{\'{e}} Klein and
Jan Warszawski and
Jens Hillenga{\ss} and
Klaus H. Maier{-}Hein},
title = {Automatic bone segmentation in whole-body {CT} images},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {14},
number = {1},
pages = {21--29},
year = {2019},
url = {https://doi.org/10.1007/s11548-018-1883-7},
doi = {10.1007/S11548-018-1883-7},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/KleinWHM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/MaierDHMPT19a,
author = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {{IJCARS:} {BVM} 2019 special issue},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {14},
number = {11},
pages = {1823--1824},
year = {2019},
url = {https://doi.org/10.1007/s11548-019-02086-x},
doi = {10.1007/S11548-019-02086-X},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cars/MaierDHMPT19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/ThomasIKPBSKVFG19,
author = {Sarina Thomas and
Fabian Isensee and
Simon Kohl and
Maxim Privalov and
Nils Beisemann and
Benedict Swartman and
Holger Keil and
Sven Yves Vetter and
Jochen Franke and
Paul Alfred Gr{\"{u}}tzner and
Lena Maier{-}Hein and
Marco Nolden and
Klaus H. Maier{-}Hein},
title = {Computer-assisted intra-operative verification of surgical outcome
for the treatment of syndesmotic injuries through contralateral side
comparison},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {14},
number = {12},
pages = {2211--2220},
year = {2019},
url = {https://doi.org/10.1007/s11548-019-02043-8},
doi = {10.1007/S11548-019-02043-8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/ThomasIKPBSKVFG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/WasserthalNHM19,
author = {Jakob Wasserthal and
Peter F. Neher and
Dusan Hirjak and
Klaus H. Maier{-}Hein},
title = {Combined tract segmentation and orientation mapping for bundle-specific
tractography},
journal = {Medical Image Anal.},
volume = {58},
year = {2019},
url = {https://doi.org/10.1016/j.media.2019.101559},
doi = {10.1016/J.MEDIA.2019.101559},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/WasserthalNHM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/RheaultSSMTPD19,
author = {Francois Rheault and
Etienne St{-}Onge and
Jasmeen Sidhu and
Klaus H. Maier{-}Hein and
Nathalie Tzourio{-}Mazoyer and
Laurent Petit and
Maxime Descoteaux},
title = {Bundle-specific tractography with incorporated anatomical and orientational
priors},
journal = {NeuroImage},
volume = {186},
pages = {382--398},
year = {2019},
url = {https://doi.org/10.1016/j.neuroimage.2018.11.018},
doi = {10.1016/J.NEUROIMAGE.2018.11.018},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/RheaultSSMTPD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/NeherSM19,
author = {Peter F. Neher and
Bram Stieltjes and
Klaus H. Maier{-}Hein},
editor = {Heinz Handels and
Thomas M. Deserno and
Andreas K. Maier and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Anchor-Constrained Plausibility - {A} Novel Concept for
Assessing Tractography and Reducing False-Positives},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2019 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 17. bis 19. M{\"{a}}rz
2019 in L{\"{u}}beck},
series = {Informatik Aktuell},
pages = {1},
publisher = {Springer Vieweg},
year = {2019},
url = {https://doi.org/10.1007/978-3-658-25326-4\_1},
doi = {10.1007/978-3-658-25326-4\_1},
timestamp = {Fri, 08 Feb 2019 10:06:55 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/NeherSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/IsenseePKZJKWKN19,
author = {Fabian Isensee and
Jens Petersen and
Andr{\'{e}} Klein and
David Zimmerer and
Paul F. Jaeger and
Simon Kohl and
Jakob Wasserthal and
Gregor K{\"{o}}hler and
Tobias Norajitra and
Sebastian J. Wirkert and
Klaus H. Maier{-}Hein},
editor = {Heinz Handels and
Thomas M. Deserno and
Andreas K. Maier and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: nnU-Net: Self-adapting Framework for U-Net-Based Medical
Image Segmentation},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2019 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 17. bis 19. M{\"{a}}rz
2019 in L{\"{u}}beck},
series = {Informatik Aktuell},
pages = {22},
publisher = {Springer Vieweg},
year = {2019},
url = {https://doi.org/10.1007/978-3-658-25326-4\_7},
doi = {10.1007/978-3-658-25326-4\_7},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/IsenseePKZJKWKN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/WasserthalNM19,
author = {Jakob Wasserthal and
Peter F. Neher and
Klaus H. Maier{-}Hein},
editor = {Heinz Handels and
Thomas M. Deserno and
Andreas K. Maier and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Tract Orientation Mapping for Bundle-Specific Tractography},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2019 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 17. bis 19. M{\"{a}}rz
2019 in L{\"{u}}beck},
series = {Informatik Aktuell},
pages = {30},
publisher = {Springer Vieweg},
year = {2019},
url = {https://doi.org/10.1007/978-3-658-25326-4\_10},
doi = {10.1007/978-3-658-25326-4\_10},
timestamp = {Fri, 08 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/WasserthalNM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/SteinMSINKMN19,
author = {Tobias Stein and
Jasmin Metzger and
Jonas Scherer and
Fabian Isensee and
Tobias Norajitra and
Jens Kleesiek and
Klaus H. Maier{-}Hein and
Marco Nolden},
editor = {Heinz Handels and
Thomas M. Deserno and
Andreas K. Maier and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Efficient Web-Based Review for Automatic Segmentation of Volumetric
{DICOM} Images},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2019 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 17. bis 19. M{\"{a}}rz
2019 in L{\"{u}}beck},
series = {Informatik Aktuell},
pages = {158--163},
publisher = {Springer Vieweg},
year = {2019},
url = {https://doi.org/10.1007/978-3-658-25326-4\_33},
doi = {10.1007/978-3-658-25326-4\_33},
timestamp = {Fri, 08 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/SteinMSINKMN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/RamienJKM19,
author = {Gregor N. Ramien and
Paul F. Jaeger and
Simon A. A. Kohl and
Klaus H. Maier{-}Hein},
editor = {Hayit Greenspan and
Ryutaro Tanno and
Marius Erdt and
Tal Arbel and
Christian F. Baumgartner and
Adrian V. Dalca and
Carole H. Sudre and
William M. Wells III and
Klaus Drechsler and
Marius George Linguraru and
Cristina Oyarzun Laura and
Raj Shekhar and
Stefan Wesarg and
Miguel {\'{A}}ngel Gonz{\'{a}}lez Ballester},
title = {Reg {R-CNN:} Lesion Detection and Grading Under Noisy Labels},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging
and Clinical Image-Based Procedures - First International Workshop,
{UNSURE} 2019, and 8th International Workshop, {CLIP} 2019, Held in
Conjunction with {MICCAI} 2019, Shenzhen, China, October 17, 2019,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11840},
pages = {33--41},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32689-0\_4},
doi = {10.1007/978-3-030-32689-0\_4},
timestamp = {Wed, 16 Oct 2019 11:16:06 +0200},
biburl = {https://dblp.org/rec/conf/miccai/RamienJKM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZimmererIPKM19,
author = {David Zimmerer and
Fabian Isensee and
Jens Petersen and
Simon Kohl and
Klaus H. Maier{-}Hein},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {Unsupervised Anomaly Localization Using Variational Auto-Encoders},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11767},
pages = {289--297},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32251-9\_32},
doi = {10.1007/978-3-030-32251-9\_32},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/ZimmererIPKM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PetersenJIKNWDH19,
author = {Jens Petersen and
Paul F. J{\"{a}}ger and
Fabian Isensee and
Simon A. A. Kohl and
Ulf Neuberger and
Wolfgang Wick and
J{\"{u}}rgen Debus and
Sabine Heiland and
Martin Bendszus and
Philipp Kickingereder and
Klaus H. Maier{-}Hein},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {Deep Probabilistic Modeling of Glioma Growth},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11765},
pages = {806--814},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32245-8\_89},
doi = {10.1007/978-3-030-32245-8\_89},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/PetersenJIKNWDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JaegerKBIKSM19,
author = {Paul F. Jaeger and
Simon A. A. Kohl and
Sebastian Bickelhaupt and
Fabian Isensee and
Tristan Anselm Kuder and
Heinz{-}Peter Schlemmer and
Klaus H. Maier{-}Hein},
editor = {Adrian V. Dalca and
Matthew B. A. McDermott and
Emily Alsentzer and
Samuel G. Finlayson and
Michael Oberst and
Fabian Falck and
Brett K. Beaulieu{-}Jones},
title = {Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision
for Medical Object Detection},
booktitle = {Machine Learning for Health Workshop, ML4H@NeurIPS 2019, Vancouver,
BC, Canada, 13 December 2019},
series = {Proceedings of Machine Learning Research},
volume = {116},
pages = {171--183},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v116/jaeger20a.html},
timestamp = {Fri, 19 Jun 2020 23:27:30 +0200},
biburl = {https://dblp.org/rec/conf/nips/JaegerKBIKSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bildmed/2019,
editor = {Heinz Handels and
Thomas M. Deserno and
Andreas K. Maier and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Bildverarbeitung f{\"{u}}r die Medizin 2019 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 17. bis 19. M{\"{a}}rz
2019 in L{\"{u}}beck},
series = {Informatik Aktuell},
publisher = {Springer Vieweg},
year = {2019},
url = {https://doi.org/10.1007/978-3-658-25326-4},
doi = {10.1007/978-3-658-25326-4},
isbn = {978-3-658-25325-7},
timestamp = {Fri, 08 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-10271,
author = {Jakob Wasserthal and
Peter F. Neher and
Dusan Hirjak and
Klaus H. Maier{-}Hein},
title = {Combined tract segmentation and orientation mapping for bundle-specific
tractography},
journal = {CoRR},
volume = {abs/1901.10271},
year = {2019},
url = {http://arxiv.org/abs/1901.10271},
eprinttype = {arXiv},
eprint = {1901.10271},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-10271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-11341,
author = {Fabian Isensee and
Marianne Schell and
Irada Tursunova and
Gianluca Brugnara and
David Bonekamp and
Ulf Neuberger and
Antje Wick and
Heinz{-}Peter Schlemmer and
Sabine Heiland and
Wolfgang Wick and
Martin Bendszus and
Klaus Hermann Maier{-}Hein and
Philipp Kickingereder},
title = {Automated brain extraction of multi-sequence {MRI} using artificial
neural networks},
journal = {CoRR},
volume = {abs/1901.11341},
year = {2019},
url = {http://arxiv.org/abs/1901.11341},
eprinttype = {arXiv},
eprint = {1901.11341},
timestamp = {Mon, 04 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-11341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-08128,
author = {Fabian Isensee and
Jens Petersen and
Simon A. A. Kohl and
Paul F. J{\"{a}}ger and
Klaus H. Maier{-}Hein},
title = {nnU-Net: Breaking the Spell on Successful Medical Image Segmentation},
journal = {CoRR},
volume = {abs/1904.08128},
year = {2019},
url = {http://arxiv.org/abs/1904.08128},
eprinttype = {arXiv},
eprint = {1904.08128},
timestamp = {Fri, 26 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-08128.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13077,
author = {Simon A. A. Kohl and
Bernardino Romera{-}Paredes and
Klaus H. Maier{-}Hein and
Danilo Jimenez Rezende and
S. M. Ali Eslami and
Pushmeet Kohli and
Andrew Zisserman and
Olaf Ronneberger},
title = {A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities},
journal = {CoRR},
volume = {abs/1905.13077},
year = {2019},
url = {http://arxiv.org/abs/1905.13077},
eprinttype = {arXiv},
eprint = {1905.13077},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-02796,
author = {David Zimmerer and
Fabian Isensee and
Jens Petersen and
Simon Kohl and
Klaus H. Maier{-}Hein},
title = {Unsupervised Anomaly Localization using Variational Auto-Encoders},
journal = {CoRR},
volume = {abs/1907.02796},
year = {2019},
url = {http://arxiv.org/abs/1907.02796},
eprinttype = {arXiv},
eprint = {1907.02796},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-02796.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-04064,
author = {Jens Petersen and
Paul F. J{\"{a}}ger and
Fabian Isensee and
Simon A. A. Kohl and
Ulf Neuberger and
Wolfgang Wick and
J{\"{u}}rgen Debus and
Sabine Heiland and
Martin Bendszus and
Philipp Kickingereder and
Klaus H. Maier{-}Hein},
title = {Deep Probabilistic Modeling of Glioma Growth},
journal = {CoRR},
volume = {abs/1907.04064},
year = {2019},
url = {http://arxiv.org/abs/1907.04064},
eprinttype = {arXiv},
eprint = {1907.04064},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-04064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-12915,
author = {Gregor N. Ramien and
Paul F. Jaeger and
Simon A. A. Kohl and
Klaus H. Maier{-}Hein},
title = {Reg {R-CNN:} Lesion Detection and Grading under Noisy Labels},
journal = {CoRR},
volume = {abs/1907.12915},
year = {2019},
url = {http://arxiv.org/abs/1907.12915},
eprinttype = {arXiv},
eprint = {1907.12915},
timestamp = {Fri, 02 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-12915.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-02182,
author = {Fabian Isensee and
Klaus H. Maier{-}Hein},
title = {An attempt at beating the 3D U-Net},
journal = {CoRR},
volume = {abs/1908.02182},
year = {2019},
url = {http://arxiv.org/abs/1908.02182},
eprinttype = {arXiv},
eprint = {1908.02182},
timestamp = {Fri, 09 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-02182.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-12161,
author = {David Zimmerer and
Jens Petersen and
Klaus H. Maier{-}Hein},
title = {High- and Low-level image component decomposition using VAEs for improved
reconstruction and anomaly detection},
journal = {CoRR},
volume = {abs/1911.12161},
year = {2019},
url = {http://arxiv.org/abs/1911.12161},
eprinttype = {arXiv},
eprint = {1911.12161},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-12161.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-13218,
author = {Ahmed Hosny and
Michael Schwier and
Christoph Berger and
Evin Pinar {\"{O}}rnek and
Mehmet Turan and
Phi V. Tran and
Leon Weninger and
Fabian Isensee and
Klaus H. Maier{-}Hein and
Richard McKinley and
Michael T. Lu and
Udo Hoffmann and
Bjoern H. Menze and
Spyridon Bakas and
Andriy Fedorov and
Hugo J. W. L. Aerts},
title = {ModelHub.AI: Dissemination Platform for Deep Learning Models},
journal = {CoRR},
volume = {abs/1911.13218},
year = {2019},
url = {http://arxiv.org/abs/1911.13218},
eprinttype = {arXiv},
eprint = {1911.13218},
timestamp = {Wed, 08 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-13218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-00003,
author = {David Zimmerer and
Jens Petersen and
Simon A. A. Kohl and
Klaus H. Maier{-}Hein},
title = {A Case for the Score: Identifying Image Anomalies using Variational
Autoencoder Gradients},
journal = {CoRR},
volume = {abs/1912.00003},
year = {2019},
url = {http://arxiv.org/abs/1912.00003},
eprinttype = {arXiv},
eprint = {1912.00003},
timestamp = {Tue, 07 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-00003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-01054,
author = {Nicholas Heller and
Fabian Isensee and
Klaus H. Maier{-}Hein and
Xiaoshuai Hou and
Chunmei Xie and
Fengyi Li and
Yang Nan and
Guangrui Mu and
Zhiyong Lin and
Miofei Han and
Guang Yao and
Yaozong Gao and
Yao Zhang and
Yixin Wang and
Feng Hou and
Jiawei Yang and
Guangwei Xiong and
Jiang Tian and
Cheng Zhong and
Jun Ma and
Jack Rickman and
Joshua Dean and
Bethany Stai and
Resha Tejpaul and
Makinna Oestreich and
Paul Blake and
Heather Kaluzniak and
Shaneabbas Raza and
Joel Rosenberg and
Keenan Moore and
Edward Walczak and
Zachary Rengel and
Zachary Edgerton and
Ranveer Vasdev and
Matthew Peterson and
Se{\'{a}}n McSweeney and
Sarah Peterson and
Arveen Kalapara and
Niranjan Sathianathen and
Christopher Weight and
Nikolaos Papanikolopoulos},
title = {The state of the art in kidney and kidney tumor segmentation in contrast-enhanced
{CT} imaging: Results of the KiTS19 Challenge},
journal = {CoRR},
volume = {abs/1912.01054},
year = {2019},
url = {http://arxiv.org/abs/1912.01054},
eprinttype = {arXiv},
eprint = {1912.01054},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-01054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/RossZVIWBBKWMKS18,
author = {Tobias Ro{\ss} and
David Zimmerer and
Anant Suraj Vemuri and
Fabian Isensee and
Manuel Wiesenfarth and
Sebastian Bodenstedt and
Fabian Both and
Philip Kessler and
Martin Wagner and
Beat M{\"{u}}ller and
Hannes Kenngott and
Stefanie Speidel and
Annette Kopp{-}Schneider and
Klaus H. Maier{-}Hein and
Lena Maier{-}Hein},
title = {Exploiting the potential of unlabeled endoscopic video data with self-supervised
learning},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {13},
number = {6},
pages = {925--933},
year = {2018},
url = {https://doi.org/10.1007/s11548-018-1772-0},
doi = {10.1007/S11548-018-1772-0},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/RossZVIWBBKWMKS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/WasserthalNM18,
author = {Jakob Wasserthal and
Peter Neher and
Klaus H. Maier{-}Hein},
title = {TractSeg - Fast and accurate white matter tract segmentation},
journal = {NeuroImage},
volume = {183},
pages = {239--253},
year = {2018},
url = {https://doi.org/10.1016/j.neuroimage.2018.07.070},
doi = {10.1016/J.NEUROIMAGE.2018.07.070},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/WasserthalNM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BernardLZCYHCLC18,
author = {Olivier Bernard and
Alain Lalande and
Cl{\'{e}}ment Zotti and
Frederic Cervenansky and
Xin Yang and
Pheng{-}Ann Heng and
Irem Cetin and
Karim Lekadir and
Oscar Camara and
Miguel {\'{A}}ngel Gonz{\'{a}}lez Ballester and
Gerard Sanroma and
Sandy Napel and
Steffen E. Petersen and
Georgios Tziritas and
Elias Grinias and
Mahendra Khened and
Alex Varghese and
Ganapathy Krishnamurthi and
Marc{-}Michel Roh{\'{e}} and
Xavier Pennec and
Maxime Sermesant and
Fabian Isensee and
Paul Jaeger and
Klaus H. Maier{-}Hein and
Peter M. Full and
Ivo Wolf and
Sandy Engelhardt and
Christian F. Baumgartner and
Lisa M. Koch and
Jelmer M. Wolterink and
Ivana Isgum and
Yeonggul Jang and
Yoonmi Hong and
Jay Patravali and
Shubham Jain and
Olivier Humbert and
Pierre{-}Marc Jodoin},
title = {Deep Learning Techniques for Automatic {MRI} Cardiac Multi-Structures
Segmentation and Diagnosis: Is the Problem Solved?},
journal = {{IEEE} Trans. Medical Imaging},
volume = {37},
number = {11},
pages = {2514--2525},
year = {2018},
url = {https://doi.org/10.1109/TMI.2018.2837502},
doi = {10.1109/TMI.2018.2837502},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/BernardLZCYHCLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/JagerIPZWM18,
author = {Paul J{\"{a}}ger and
Fabian Isensee and
Jens Petersen and
David Zimmerer and
Jakob Wasserthal and
Klaus Hermann Maier{-}Hein},
editor = {Andreas K. Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Advanced Deep Learning Methods},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2018 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 11. bis 13. M{\"{a}}rz
2018 in Erlangen},
series = {Informatik Aktuell},
pages = {6},
publisher = {Springer Vieweg},
year = {2018},
url = {https://doi.org/10.1007/978-3-662-56537-7\_6},
doi = {10.1007/978-3-662-56537-7\_6},
timestamp = {Tue, 13 Mar 2018 07:34:55 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/JagerIPZWM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/PetersenHBDNGM18,
author = {Jens Petersen and
Sabine Heiland and
Martin Bendszus and
J{\"{u}}rgen Debus and
Marco Nolden and
Caspar J. Goch and
Klaus Hermann Maier{-}Hein},
editor = {Andreas K. Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Leveraging Open Source Software to Close Translational Gaps
in Medical Image Computing},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2018 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 11. bis 13. M{\"{a}}rz
2018 in Erlangen},
series = {Informatik Aktuell},
pages = {22},
publisher = {Springer Vieweg},
year = {2018},
url = {https://doi.org/10.1007/978-3-662-56537-7\_18},
doi = {10.1007/978-3-662-56537-7\_18},
timestamp = {Mon, 12 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/PetersenHBDNGM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/WirkertVKMGMMEM18,
author = {Sebastian J. Wirkert and
Anant Suraj Vemuri and
Hannes G{\"{o}}tz Kenngott and
Sara Moccia and
Michael G{\"{o}}tz and
Benjamin F. B. Mayer and
Klaus Hermann Maier{-}Hein and
Daniel S. Elson and
Lena Maier{-}Hein},
editor = {Andreas K. Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Physiological Parameter Estimation from Multispectral Images
Unleashed},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2018 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 11. bis 13. M{\"{a}}rz
2018 in Erlangen},
series = {Informatik Aktuell},
pages = {36},
publisher = {Springer Vieweg},
year = {2018},
url = {https://doi.org/10.1007/978-3-662-56537-7\_22},
doi = {10.1007/978-3-662-56537-7\_22},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/WirkertVKMGMMEM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/JaegerBLLHKPBRD18,
author = {Paul Jaeger and
Sebastian Bickelhaupt and
Frederik Bernd Laun and
Wolfgang Lederer and
Daniel Heidi and
Tristan Anselm Kuder and
Daniel Paech and
David Bonekamp and
Alexander Radbruch and
Stefan Delorme and
Heinz{-}Peter Schlemmer and
Franziska Steudle and
Klaus Hermann Maier{-}Hein},
editor = {Andreas K. Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Revealing Hidden Potentials of the q-Space Signal in Breast
Cancer},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2018 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 11. bis 13. M{\"{a}}rz
2018 in Erlangen},
series = {Informatik Aktuell},
pages = {73},
publisher = {Springer Vieweg},
year = {2018},
url = {https://doi.org/10.1007/978-3-662-56537-7\_32},
doi = {10.1007/978-3-662-56537-7\_32},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/JaegerBLLHKPBRD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/WaibelGIMM18,
author = {Dominik Waibel and
Janek Gr{\"{o}}hl and
Fabian Isensee and
Klaus Hermann Maier{-}Hein and
Lena Maier{-}Hein},
editor = {Andreas K. Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Rekonstruktion der initialen Druckverteilung photoakustischer
Bilder mit limitiertem Blickwinkel durch maschinelle Lernverfahren},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2018 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 11. bis 13. M{\"{a}}rz
2018 in Erlangen},
series = {Informatik Aktuell},
pages = {201},
publisher = {Springer Vieweg},
year = {2018},
url = {https://doi.org/10.1007/978-3-662-56537-7\_56},
doi = {10.1007/978-3-662-56537-7\_56},
timestamp = {Mon, 12 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/WaibelGIMM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/KleinWHM18,
author = {Andr{\'{e}} Klein and
Jan Warszawski and
Jens Hillenga{\ss} and
Klaus Hermann Maier{-}Hein},
editor = {Andreas K. Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Towards Whole-body {CT} Bone Segmentation},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2018 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 11. bis 13. M{\"{a}}rz
2018 in Erlangen},
series = {Informatik Aktuell},
pages = {204--209},
publisher = {Springer Vieweg},
year = {2018},
url = {https://doi.org/10.1007/978-3-662-56537-7\_59},
doi = {10.1007/978-3-662-56537-7\_59},
timestamp = {Mon, 12 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/KleinWHM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/GochMHKNGPMN18,
author = {Caspar J. Goch and
Jasmin Metzger and
Martin Hettich and
Andr{\'{e}} Klein and
Tobias Norajitra and
Michael G{\"{o}}tz and
Jens Petersen and
Klaus H. Maier{-}Hein and
Marco Nolden},
editor = {Andreas K. Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Automated Containerized Medical Image Processing Based on {MITK} and
Python - {A} Modular System to Implement Medical Image Processing
Pipelines and Visualize Meta Data},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2018 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 11. bis 13. M{\"{a}}rz
2018 in Erlangen},
series = {Informatik Aktuell},
pages = {315},
publisher = {Springer Vieweg},
year = {2018},
url = {https://doi.org/10.1007/978-3-662-56537-7\_82},
doi = {10.1007/978-3-662-56537-7\_82},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/GochMHKNGPMN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/NeherSM18,
author = {Peter F. Neher and
Bram Stieltjes and
Klaus H. Maier{-}Hein},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Anchor-Constrained Plausibility {(ACP):} {A} Novel Concept for Assessing
Tractography and Reducing False-Positives},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11072},
pages = {20--27},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00931-1\_3},
doi = {10.1007/978-3-030-00931-1\_3},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/miccai/NeherSM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WasserthalNM18,
author = {Jakob Wasserthal and
Peter F. Neher and
Klaus H. Maier{-}Hein},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Tract Orientation Mapping for Bundle-Specific Tractography},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11072},
pages = {36--44},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00931-1\_5},
doi = {10.1007/978-3-030-00931-1\_5},
timestamp = {Thu, 13 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/WasserthalNM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KamphenkelJBLLD18,
author = {Jennifer Kamphenkel and
Paul F. J{\"{a}}ger and
Sebastian Bickelhaupt and
Frederik Bernd Laun and
Wolfgang Lederer and
Heidi Daniel and
Tristan Anselm Kuder and
Stefan Delorme and
Heinz{-}Peter Schlemmer and
Franziska K{\"{o}}nig and
Klaus H. Maier{-}Hein},
editor = {Danail Stoyanov and
Zeike Taylor and
Bernhard Kainz and
Gabriel Maicas and
Reinhard R. Beichel and
Anne L. Martel and
Lena Maier{-}Hein and
Kanwal K. Bhatia and
Tom Vercauteren and
Ozan Oktay and
Gustavo Carneiro and
Andrew P. Bradley and
Jacinto C. Nascimento and
Hang Min and
Matthew S. Brown and
Colin Jacobs and
Bianca Lassen{-}Schmidt and
Kensaku Mori and
Jens Petersen and
Ra{\'{u}}l San Jos{\'{e}} Est{\'{e}}par and
Alexander Schmidt{-}Richberg and
Catarina Veiga},
title = {Domain Adaptation for Deviating Acquisition Protocols in CNN-Based
Lesion Classification on Diffusion-Weighted {MR} Images},
booktitle = {Image Analysis for Moving Organ, Breast, and Thoracic Images - Third
International Workshop, {RAMBO} 2018, Fourth International Workshop,
{BIA} 2018, and First International Workshop, {TIA} 2018, Held in
Conjunction with {MICCAI} 2018, Granada, Spain, September 16 and 20,
2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11040},
pages = {73--80},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00946-5\_8},
doi = {10.1007/978-3-030-00946-5\_8},
timestamp = {Tue, 18 Apr 2023 21:52:48 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KamphenkelJBLLD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/IsenseeKWBM18,
author = {Fabian Isensee and
Philipp Kickingereder and
Wolfgang Wick and
Martin Bendszus and
Klaus H. Maier{-}Hein},
editor = {Alessandro Crimi and
Spyridon Bakas and
Hugo J. Kuijf and
Farahani Keyvan and
Mauricio Reyes and
Theo van Walsum},
title = {No New-Net},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11384},
pages = {234--244},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-11726-9\_21},
doi = {10.1007/978-3-030-11726-9\_21},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/IsenseeKWBM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KohlRMFLMERR18,
author = {Simon Kohl and
Bernardino Romera{-}Paredes and
Clemens Meyer and
Jeffrey De Fauw and
Joseph R. Ledsam and
Klaus H. Maier{-}Hein and
S. M. Ali Eslami and
Danilo Jimenez Rezende and
Olaf Ronneberger},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {A Probabilistic U-Net for Segmentation of Ambiguous Images},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {6965--6975},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/473447ac58e1cd7e96172575f48dca3b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KohlRMFLMERR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bildmed/2018,
editor = {Andreas K. Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Bildverarbeitung f{\"{u}}r die Medizin 2018 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 11. bis 13. M{\"{a}}rz
2018 in Erlangen},
series = {Informatik Aktuell},
publisher = {Springer Vieweg},
year = {2018},
url = {https://doi.org/10.1007/978-3-662-56537-7},
doi = {10.1007/978-3-662-56537-7},
isbn = {978-3-662-56536-0},
timestamp = {Tue, 13 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-10508,
author = {Fabian Isensee and
Philipp Kickingereder and
Wolfgang Wick and
Martin Bendszus and
Klaus H. Maier{-}Hein},
title = {Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution
to the {BRATS} 2017 Challenge},
journal = {CoRR},
volume = {abs/1802.10508},
year = {2018},
url = {http://arxiv.org/abs/1802.10508},
eprinttype = {arXiv},
eprint = {1802.10508},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-10508.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-00908,
author = {Andr{\'{e}} Klein and
Jan Warszawski and
Jens Hillenga{\ss} and
Klaus H. Maier{-}Hein},
title = {Towards whole-body {CT} Bone Segmentation},
journal = {CoRR},
volume = {abs/1804.00908},
year = {2018},
url = {http://arxiv.org/abs/1804.00908},
eprinttype = {arXiv},
eprint = {1804.00908},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-00908.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07103,
author = {Jakob Wasserthal and
Peter Neher and
Klaus H. Maier{-}Hein},
title = {TractSeg - Fast and accurate white matter tract segmentation},
journal = {CoRR},
volume = {abs/1805.07103},
year = {2018},
url = {http://arxiv.org/abs/1805.07103},
eprinttype = {arXiv},
eprint = {1805.07103},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02051,
author = {Lena Maier{-}Hein and
Matthias Eisenmann and
Annika Reinke and
Sinan Onogur and
Marko Stankovic and
Patrick Scholz and
Tal Arbel and
Hrvoje Bogunovic and
Andrew P. Bradley and
Aaron Carass and
Carolin Feldmann and
Alejandro F. Frangi and
Peter M. Full and
Bram van Ginneken and
Allan Hanbury and
Katrin Honauer and
Michal Kozubek and
Bennett A. Landman and
Keno M{\"{a}}rz and
Oskar Maier and
Klaus H. Maier{-}Hein and
Bjoern H. Menze and
Henning M{\"{u}}ller and
Peter F. Neher and
Wiro J. Niessen and
Nasir M. Rajpoot and
Gregory C. Sharp and
Korsuk Sirinukunwattana and
Stefanie Speidel and
Christian Stock and
Danail Stoyanov and
Abdel Aziz Taha and
Fons van der Sommen and
Ching{-}Wei Wang and
Marc{-}Andr{\'{e}} Weber and
Guoyan Zheng and
Pierre Jannin and
Annette Kopp{-}Schneider},
title = {Is the winner really the best? {A} critical analysis of common research
practice in biomedical image analysis competitions},
journal = {CoRR},
volume = {abs/1806.02051},
year = {2018},
url = {http://arxiv.org/abs/1806.02051},
eprinttype = {arXiv},
eprint = {1806.02051},
timestamp = {Mon, 13 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05034,
author = {Simon A. A. Kohl and
Bernardino Romera{-}Paredes and
Clemens Meyer and
Jeffrey De Fauw and
Joseph R. Ledsam and
Klaus H. Maier{-}Hein and
S. M. Ali Eslami and
Danilo Jimenez Rezende and
Olaf Ronneberger},
title = {A Probabilistic U-Net for Segmentation of Ambiguous Images},
journal = {CoRR},
volume = {abs/1806.05034},
year = {2018},
url = {http://arxiv.org/abs/1806.05034},
eprinttype = {arXiv},
eprint = {1806.05034},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05034.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05580,
author = {Jakob Wasserthal and
Peter F. Neher and
Klaus H. Maier{-}Hein},
title = {Tract orientation mapping for bundle-specific tractography},
journal = {CoRR},
volume = {abs/1806.05580},
year = {2018},
url = {http://arxiv.org/abs/1806.05580},
eprinttype = {arXiv},
eprint = {1806.05580},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-06277,
author = {Jennifer Kamphenkel and
Paul F. Jaeger and
Sebastian Bickelhaupt and
Frederik Bernd Laun and
Wolfgang Lederer and
Heidi Daniel and
Tristan Anselm Kuder and
Stefan Delorme and
Heinz{-}Peter Schlemmer and
Franziska Koenig and
Klaus H. Maier{-}Hein},
title = {Domain Adaptation for Deviating Acquisition Protocols in CNN-based
Lesion Classification on Diffusion-Weighted {MR} Images},
journal = {CoRR},
volume = {abs/1807.06277},
year = {2018},
url = {http://arxiv.org/abs/1807.06277},
eprinttype = {arXiv},
eprint = {1807.06277},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-06277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-10483,
author = {Fabian Isensee and
Philipp Kickingereder and
Wolfgang Wick and
Martin Bendszus and
Klaus H. Maier{-}Hein},
title = {No New-Net},
journal = {CoRR},
volume = {abs/1809.10483},
year = {2018},
url = {http://arxiv.org/abs/1809.10483},
eprinttype = {arXiv},
eprint = {1809.10483},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-10483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-10486,
author = {Fabian Isensee and
Jens Petersen and
Andr{\'{e}} Klein and
David Zimmerer and
Paul F. Jaeger and
Simon Kohl and
Jakob Wasserthal and
Gregor K{\"{o}}hler and
Tobias Norajitra and
Sebastian J. Wirkert and
Klaus H. Maier{-}Hein},
title = {nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation},
journal = {CoRR},
volume = {abs/1809.10486},
year = {2018},
url = {http://arxiv.org/abs/1809.10486},
eprinttype = {arXiv},
eprint = {1809.10486},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-10486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08661,
author = {Paul F. Jaeger and
Simon A. A. Kohl and
Sebastian Bickelhaupt and
Fabian Isensee and
Tristan Anselm Kuder and
Heinz{-}Peter Schlemmer and
Klaus H. Maier{-}Hein},
title = {Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision
for Medical Object Detection},
journal = {CoRR},
volume = {abs/1811.08661},
year = {2018},
url = {http://arxiv.org/abs/1811.08661},
eprinttype = {arXiv},
eprint = {1811.08661},
timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08661.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-05941,
author = {David Zimmerer and
Simon A. A. Kohl and
Jens Petersen and
Fabian Isensee and
Klaus H. Maier{-}Hein},
title = {Context-encoding Variational Autoencoder for Unsupervised Anomaly
Detection},
journal = {CoRR},
volume = {abs/1812.05941},
year = {2018},
url = {http://arxiv.org/abs/1812.05941},
eprinttype = {arXiv},
eprint = {1812.05941},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-05941.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/BinczykSWGMMBTP17,
author = {Franciszek Binczyk and
Bram Stjelties and
Christian Weber and
Michael G{\"{o}}tz and
Klaus H. Maier{-}Hein and
Hans{-}Peter Meinzer and
Barbara Bobek{-}Billewicz and
Rafal Tarnawski and
Joanna Polanska},
title = {MiMSeg - an algorithm for automated detection of tumor tissue on {NMR}
apparent diffusion coefficient maps},
journal = {Inf. Sci.},
volume = {384},
pages = {235--248},
year = {2017},
url = {https://doi.org/10.1016/j.ins.2016.07.052},
doi = {10.1016/J.INS.2016.07.052},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/BinczykSWGMMBTP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/NeherCHDM17,
author = {Peter F. Neher and
Marc{-}Alexandre C{\^{o}}t{\'{e}} and
Jean{-}Christophe Houde and
Maxime Descoteaux and
Klaus H. Maier{-}Hein},
title = {Fiber tractography using machine learning},
journal = {NeuroImage},
volume = {158},
pages = {417--429},
year = {2017},
url = {https://doi.org/10.1016/j.neuroimage.2017.07.028},
doi = {10.1016/J.NEUROIMAGE.2017.07.028},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/NeherCHDM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/NorajitraM17,
author = {Tobias Norajitra and
Klaus H. Maier{-}Hein},
title = {3D Statistical Shape Models Incorporating Landmark-Wise Random Regression
Forests for Omni-Directional Landmark Detection},
journal = {{IEEE} Trans. Medical Imaging},
volume = {36},
number = {1},
pages = {155--168},
year = {2017},
url = {https://doi.org/10.1109/TMI.2016.2600502},
doi = {10.1109/TMI.2016.2600502},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/NorajitraM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/ChristleinGWMIN17,
author = {Vincent Christlein and
Florin C. Ghesu and
Tobias W{\"{u}}rfl and
Andreas K. Maier and
Fabian Isensee and
Peter Neher and
Klaus H. Maier{-}Hein},
editor = {Klaus Hermann Maier{-}Hein and
Thomas Martin Deserno and
Heinz Handels and
Thomas Tolxdorff},
title = {Tutorial: Deep Learning Advancing the State-of-the-Art in Medical
Image Analysis},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2017 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 12. bis 14. M{\"{a}}rz
2017 in Heidelberg},
series = {Informatik Aktuell},
pages = {6--7},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-662-54345-0\_6},
doi = {10.1007/978-3-662-54345-0\_6},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/ChristleinGWMIN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/IsenseeKBBWSM17,
author = {Fabian Isensee and
Philipp Kickingereder and
David Bonekamp and
Martin Bendszus and
Wolfgang Wick and
Heinz{-}Peter Schlemmer and
Klaus H. Maier{-}Hein},
editor = {Klaus Hermann Maier{-}Hein and
Thomas Martin Deserno and
Heinz Handels and
Thomas Tolxdorff},
title = {Brain Tumor Segmentation Using Large Receptive Field Deep Convolutional
Neural Networks},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2017 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 12. bis 14. M{\"{a}}rz
2017 in Heidelberg},
series = {Informatik Aktuell},
pages = {86--91},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-662-54345-0\_24},
doi = {10.1007/978-3-662-54345-0\_24},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/IsenseeKBBWSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/PetersenHBDM17,
author = {Jens Petersen and
Sabine Heiland and
Martin Bendszus and
J{\"{u}}rgen Debus and
Klaus H. Maier{-}Hein},
editor = {Klaus Hermann Maier{-}Hein and
Thomas Martin Deserno and
Heinz Handels and
Thomas Tolxdorff},
title = {Quantification of Guidance Strategies in Online Interactive Semantic
Segmentation of Glioblastoma {MRI}},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2017 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 12. bis 14. M{\"{a}}rz
2017 in Heidelberg},
series = {Informatik Aktuell},
pages = {231--236},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-662-54345-0\_53},
doi = {10.1007/978-3-662-54345-0\_53},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/PetersenHBDM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/GoetzM17,
author = {Michael G{\"{o}}tz and
Klaus H. Maier{-}Hein},
editor = {Klaus Hermann Maier{-}Hein and
Thomas Martin Deserno and
Heinz Handels and
Thomas Tolxdorff},
title = {Training mit positiven und unannotierten Daten f{\"{u}}r automatische
Voxelklassifikation},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2017 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 12. bis 14. M{\"{a}}rz
2017 in Heidelberg},
series = {Informatik Aktuell},
pages = {237--242},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-662-54345-0\_54},
doi = {10.1007/978-3-662-54345-0\_54},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/GoetzM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/PetersenBDHM17,
author = {Jens Petersen and
Martin Bendszus and
J{\"{u}}rgen Debus and
Sabine Heiland and
Klaus H. Maier{-}Hein},
editor = {Samuel G. Armato III and
Nicholas A. Petrick},
title = {Effective user guidance in online interactive semantic segmentation},
booktitle = {Medical Imaging 2017: Computer-Aided Diagnosis, Orlando, Florida,
United States, 11-16 February 2017},
series = {{SPIE} Proceedings},
volume = {10134},
pages = {101341V},
publisher = {{SPIE}},
year = {2017},
url = {https://doi.org/10.1117/12.2255848},
doi = {10.1117/12.2255848},
timestamp = {Sun, 21 Jan 2018 18:54:42 +0100},
biburl = {https://dblp.org/rec/conf/micad/PetersenBDHM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/IsenseeJFWEM17,
author = {Fabian Isensee and
Paul F. Jaeger and
Peter M. Full and
Ivo Wolf and
Sandy Engelhardt and
Klaus H. Maier{-}Hein},
editor = {Mihaela Pop and
Maxime Sermesant and
Pierre{-}Marc Jodoin and
Alain Lalande and
Xiahai Zhuang and
Guang Yang and
Alistair A. Young and
Olivier Bernard},
title = {Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation
and Domain Specific Features},
booktitle = {Statistical Atlases and Computational Models of the Heart. {ACDC}
and {MMWHS} Challenges - 8th International Workshop, {STACOM} 2017,
Held in Conjunction with {MICCAI} 2017, Quebec City, Canada, September
10-14, 2017, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10663},
pages = {120--129},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-75541-0\_13},
doi = {10.1007/978-3-319-75541-0\_13},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/IsenseeJFWEM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WirkertVKMGMMEM17,
author = {Sebastian J. Wirkert and
Anant Suraj Vemuri and
Hannes G{\"{o}}tz Kenngott and
Sara Moccia and
Michael G{\"{o}}tz and
Benjamin F. B. Mayer and
Klaus H. Maier{-}Hein and
Daniel S. Elson and
Lena Maier{-}Hein},
editor = {Maxime Descoteaux and
Lena Maier{-}Hein and
Alfred M. Franz and
Pierre Jannin and
D. Louis Collins and
Simon Duchesne},
title = {Physiological Parameter Estimation from Multispectral Images Unleashed},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2017 - 20th International Conference, Quebec City, QC, Canada, September
11-13, 2017, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {10435},
pages = {134--141},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66179-7\_16},
doi = {10.1007/978-3-319-66179-7\_16},
timestamp = {Fri, 09 Apr 2021 18:52:06 +0200},
biburl = {https://dblp.org/rec/conf/miccai/WirkertVKMGMMEM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/IsenseeKWBM17,
author = {Fabian Isensee and
Philipp Kickingereder and
Wolfgang Wick and
Martin Bendszus and
Klaus H. Maier{-}Hein},
editor = {Alessandro Crimi and
Spyridon Bakas and
Hugo J. Kuijf and
Bjoern H. Menze and
Mauricio Reyes},
title = {Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution
to the {BRATS} 2017 Challenge},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - Third International Workshop, BrainLes 2017, Held in Conjunction
with {MICCAI} 2017, Quebec City, QC, Canada, September 14, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10670},
pages = {287--297},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-75238-9\_25},
doi = {10.1007/978-3-319-75238-9\_25},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/IsenseeKWBM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PoulinCHPNMLD17,
author = {Philippe Poulin and
Marc{-}Alexandre C{\^{o}}t{\'{e}} and
Jean{-}Christophe Houde and
Laurent Petit and
Peter F. Neher and
Klaus H. Maier{-}Hein and
Hugo Larochelle and
Maxime Descoteaux},
editor = {Maxime Descoteaux and
Lena Maier{-}Hein and
Alfred M. Franz and
Pierre Jannin and
D. Louis Collins and
Simon Duchesne},
title = {Learn to Track: Deep Learning for Tractography},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2017 - 20th International Conference, Quebec City, QC, Canada, September
11-13, 2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10433},
pages = {540--547},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66182-7\_62},
doi = {10.1007/978-3-319-66182-7\_62},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/PoulinCHPNMLD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/JaegerBLLHKPBRD17,
author = {Paul Jaeger and
Sebastian Bickelhaupt and
Frederik Bernd Laun and
Wolfgang Lederer and
Daniel Heidi and
Tristan Anselm Kuder and
Daniel Paech and
David Bonekamp and
Alexander Radbruch and
Stefan Delorme and
Heinz{-}Peter Schlemmer and
Franziska Steudle and
Klaus H. Maier{-}Hein},
editor = {Maxime Descoteaux and
Lena Maier{-}Hein and
Alfred M. Franz and
Pierre Jannin and
D. Louis Collins and
Simon Duchesne},
title = {Revealing Hidden Potentials of the q-Space Signal in Breast Cancer},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2017 - 20th International Conference, Quebec City, QC, Canada, September
11-13, 2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10433},
pages = {664--671},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66182-7\_76},
doi = {10.1007/978-3-319-66182-7\_76},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/JaegerBLLHKPBRD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bildmed/2017,
editor = {Klaus Hermann Maier{-}Hein and
Thomas Martin Deserno and
Heinz Handels and
Thomas Tolxdorff},
title = {Bildverarbeitung f{\"{u}}r die Medizin 2017 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 12. bis 14. M{\"{a}}rz
2017 in Heidelberg},
series = {Informatik Aktuell},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-662-54345-0},
doi = {10.1007/978-3-662-54345-0},
isbn = {978-3-662-54344-3},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KohlBSYHHRM17,
author = {Simon Kohl and
David Bonekamp and
Heinz{-}Peter Schlemmer and
Kaneschka Yaqubi and
Markus Hohenfellner and
Boris Hadaschik and
Jan{-}Philipp Radtke and
Klaus H. Maier{-}Hein},
title = {Adversarial Networks for the Detection of Aggressive Prostate Cancer},
journal = {CoRR},
volume = {abs/1702.08014},
year = {2017},
url = {http://arxiv.org/abs/1702.08014},
eprinttype = {arXiv},
eprint = {1702.08014},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KohlBSYHHRM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JaegerBLLHKPBRD17,
author = {Paul Jaeger and
Sebastian Bickelhaupt and
Frederik Bernd Laun and
Wolfgang Lederer and
Daniel Heidi and
Tristan Anselm Kuder and
Daniel Paech and
David Bonekamp and
Alexander Radbruch and
Stefan Delorme and
Heinz{-}Peter Schlemmer and
Franziska Steudle and
Klaus H. Maier{-}Hein},
title = {Revealing Hidden Potentials of q-Space Imaging in Breast Cancer},
journal = {CoRR},
volume = {abs/1702.08379},
year = {2017},
url = {http://arxiv.org/abs/1702.08379},
eprinttype = {arXiv},
eprint = {1702.08379},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JaegerBLLHKPBRD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WasserthalNIM17,
author = {Jakob Wasserthal and
Peter F. Neher and
Fabian Isensee and
Klaus H. Maier{-}Hein},
title = {Direct White Matter Bundle Segmentation using Stacked U-Nets},
journal = {CoRR},
volume = {abs/1703.02036},
year = {2017},
url = {http://arxiv.org/abs/1703.02036},
eprinttype = {arXiv},
eprint = {1703.02036},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WasserthalNIM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/IsenseeJFWEM17,
author = {Fabian Isensee and
Paul Jaeger and
Peter M. Full and
Ivo Wolf and
Sandy Engelhardt and
Klaus H. Maier{-}Hein},
title = {Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation
and Domain Specific Features},
journal = {CoRR},
volume = {abs/1707.00587},
year = {2017},
url = {http://arxiv.org/abs/1707.00587},
eprinttype = {arXiv},
eprint = {1707.00587},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/IsenseeJFWEM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-09726,
author = {Tobias Ro{\ss} and
David Zimmerer and
Anant Suraj Vemuri and
Fabian Isensee and
Sebastian Bodenstedt and
Fabian Both and
Philip Kessler and
Martin Wagner and
Beat M{\"{u}}ller and
Hannes Kenngott and
Stefanie Speidel and
Klaus H. Maier{-}Hein and
Lena Maier{-}Hein},
title = {Exploiting the potential of unlabeled endoscopic video data with self-supervised
learning},
journal = {CoRR},
volume = {abs/1711.09726},
year = {2017},
url = {http://arxiv.org/abs/1711.09726},
eprinttype = {arXiv},
eprint = {1711.09726},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-09726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-10400,
author = {Simon Kohl and
David Bonekamp and
Heinz{-}Peter Schlemmer and
Kaneschka Yaqubi and
Markus Hohenfellner and
Boris Hadaschik and
Jan{-}Philipp Radtke and
Klaus H. Maier{-}Hein},
title = {Adversarial Networks for Prostate Cancer Detection},
journal = {CoRR},
volume = {abs/1711.10400},
year = {2017},
url = {http://arxiv.org/abs/1711.10400},
eprinttype = {arXiv},
eprint = {1711.10400},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-10400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/KleesiekUHSMBB16,
author = {Jens Kleesiek and
Gregor Urban and
Alexander Hubert and
Daniel Schwarz and
Klaus H. Maier{-}Hein and
Martin Bendszus and
Armin Biller},
title = {Deep {MRI} brain extraction: {A} 3D convolutional neural network for
skull stripping},
journal = {NeuroImage},
volume = {129},
pages = {460--469},
year = {2016},
url = {https://doi.org/10.1016/j.neuroimage.2016.01.024},
doi = {10.1016/J.NEUROIMAGE.2016.01.024},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/KleesiekUHSMBB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/GotzWBPTBKKSM16,
author = {Michael G{\"{o}}tz and
Christian Weber and
Franciszek Binczyk and
Joanna Polanska and
Rafal Tarnawski and
Barbara Bobek{-}Billewicz and
Ullrich K{\"{o}}the and
Jens Kleesiek and
Bram Stieltjes and
Klaus H. Maier{-}Hein},
title = {{DALSA:} Domain Adaptation for Supervised Learning From Sparsely Annotated
{MR} Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {35},
number = {1},
pages = {184--196},
year = {2016},
url = {https://doi.org/10.1109/TMI.2015.2463078},
doi = {10.1109/TMI.2015.2463078},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/GotzWBPTBKKSM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/HeringWM16,
author = {Jan Hering and
Ivo Wolf and
Klaus H. Maier{-}Hein},
title = {Multi-Objective Memetic Search for Robust Motion and Distortion Correction
in Diffusion {MRI}},
journal = {{IEEE} Trans. Medical Imaging},
volume = {35},
number = {10},
pages = {2280--2291},
year = {2016},
url = {https://doi.org/10.1109/TMI.2016.2557580},
doi = {10.1109/TMI.2016.2557580},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/HeringWM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/NorajitraEHASMM16,
author = {Tobias Norajitra and
Sandy Engelhardt and
Thomas Held and
Sameer Al{-}Maisary and
Raffaele De Simone and
Hans{-}Peter Meinzer and
Klaus H. Maier{-}Hein},
editor = {Thomas Tolxdorff and
Thomas Martin Deserno and
Heinz Handels and
Hans{-}Peter Meinzer},
title = {Statistische 3D-Formmodelle mit verteilter Erscheinungsmodellierung
- Segmentierung per Abstimmung},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2016 - Algorithmen - Systeme
- Anwendungen, Proceedings des Workshops vom 13. bis 15. M{\"{a}}rz
2016 in Berlin},
series = {Informatik Aktuell},
pages = {56--61},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-662-49465-3\_12},
doi = {10.1007/978-3-662-49465-3\_12},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/NorajitraEHASMM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/GotzKWRM16,
author = {Michael G{\"{o}}tz and
Christoph Kolb and
Christian Weber and
Sebastian Regnery and
Klaus H. Maier{-}Hein},
editor = {Thomas Tolxdorff and
Thomas Martin Deserno and
Heinz Handels and
Hans{-}Peter Meinzer},
title = {Fallspezifisches Lernen zur automatischen L{\"{a}}sionssegmentierung
in multimodalen MR-Bildern},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2016 - Algorithmen - Systeme
- Anwendungen, Proceedings des Workshops vom 13. bis 15. M{\"{a}}rz
2016 in Berlin},
series = {Informatik Aktuell},
pages = {62--67},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-662-49465-3\_13},
doi = {10.1007/978-3-662-49465-3\_13},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/GotzKWRM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/GotzSWFMKSM16,
author = {Michael G{\"{o}}tz and
Stephan Skornitzke and
Christian Weber and
Franziska Fritz and
Philipp Mayer and
Marco Koell and
Wolfram Stiller and
Klaus H. Maier{-}Hein},
editor = {Georgia D. Tourassi and
Samuel G. Armato III},
title = {Machine-learning based comparison of CT-perfusion maps and dual energy
{CT} for pancreatic tumor detection},
booktitle = {Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California,
United States, 27 February - 3 March 2016},
series = {{SPIE} Proceedings},
volume = {9785},
pages = {97851R},
publisher = {{SPIE}},
year = {2016},
url = {https://doi.org/10.1117/12.2216645},
doi = {10.1117/12.2216645},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/GotzSWFMKSM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/Maier-HeinRGGBS16,
author = {Lena Maier{-}Hein and
Tobias Ro{\ss} and
Janek Gr{\"{o}}hl and
Ben Glocker and
Sebastian Bodenstedt and
Christian Stock and
Eric Heim and
Michael G{\"{o}}tz and
Sebastian J. Wirkert and
Hannes Kenngott and
Stefanie Speidel and
Klaus H. Maier{-}Hein},
editor = {S{\'{e}}bastien Ourselin and
Leo Joskowicz and
Mert R. Sabuncu and
G{\"{o}}zde B. {\"{U}}nal and
William M. Wells III},
title = {Crowd-Algorithm Collaboration for Large-Scale Endoscopic Image Annotation
with Confidence},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2016 - 19th International Conference, Athens, Greece, October 17-21,
2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9901},
pages = {616--623},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46723-8\_71},
doi = {10.1007/978-3-319-46723-8\_71},
timestamp = {Fri, 08 Apr 2022 11:01:35 +0200},
biburl = {https://dblp.org/rec/conf/miccai/Maier-HeinRGGBS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/GotzHMNHFMKWMM16,
author = {Michael G{\"{o}}tz and
Eric Heim and
Keno M{\"{a}}rz and
Tobias Norajitra and
Mohammadreza Hafezi and
Nassim Fard and
Arianeb Mehrabi and
Max Knoll and
Christian Weber and
Lena Maier{-}Hein and
Klaus H. Maier{-}Hein},
editor = {Martin A. Styner and
Elsa D. Angelini},
title = {A learning-based, fully automatic liver tumor segmentation pipeline
based on sparsely annotated training data},
booktitle = {Medical Imaging 2016: Image Processing, San Diego, California, USA,
February 27, 2016},
series = {{SPIE} Proceedings},
volume = {9784},
pages = {97841I},
publisher = {{SPIE}},
year = {2016},
url = {https://doi.org/10.1117/12.2217655},
doi = {10.1117/12.2217655},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/GotzHMNHFMKWMM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/NeherDHSM15,
author = {Peter F. Neher and
Maxime Descoteaux and
Jean{-}Christophe Houde and
Bram Stieltjes and
Klaus H. Maier{-}Hein},
title = {Strengths and weaknesses of state of the art fiber tractography pipelines
- {A} comprehensive in-vivo and phantom evaluation study using Tractometer},
journal = {Medical Image Anal.},
volume = {26},
number = {1},
pages = {287--305},
year = {2015},
url = {https://doi.org/10.1016/j.media.2015.10.011},
doi = {10.1016/J.MEDIA.2015.10.011},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/NeherDHSM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/HeringWAMM15,
author = {Jan Hering and
Ivo Wolf and
Tawfik Moher Alsady and
Hans{-}Peter Meinzer and
Klaus H. Maier{-}Hein},
editor = {Heinz Handels and
Thomas Martin Deserno and
Hans{-}Peter Meinzer and
Thomas Tolxdorff},
title = {A Memetic Search Scheme for Robust Registration of Diffusion-Weighted
{MR} Images},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2015, Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 15. bis 17. M{\"{a}}rz
2015 in L{\"{u}}beck},
series = {Informatik Aktuell},
pages = {113--118},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-662-46224-9\_21},
doi = {10.1007/978-3-662-46224-9\_21},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/HeringWAMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/PhilippMGWKZMKR15,
author = {Patrick Philipp and
Maria Maleshkova and
Michael G{\"{o}}tz and
Christian Weber and
Benedikt K{\"{a}}mpgen and
Sascha Zelzer and
Klaus H. Maier{-}Hein and
Miriam Klau{\ss} and
Achim Rettinger},
editor = {Heinz Handels and
Thomas Martin Deserno and
Hans{-}Peter Meinzer and
Thomas Tolxdorff},
title = {Automatisierung von Vorverarbeitungsschritten f{\"{u}}r medizinische
Bilddaten mit semantischen Technologien},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2015, Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 15. bis 17. M{\"{a}}rz
2015 in L{\"{u}}beck},
series = {Informatik Aktuell},
pages = {263--268},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-662-46224-9\_46},
doi = {10.1007/978-3-662-46224-9\_46},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/PhilippMGWKZMKR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/WeberGBPTBMSM15,
author = {Christian Weber and
Michael G{\"{o}}tz and
Franciszek Binczyk and
Joanna Polanska and
Rafal Tarnawski and
Barbara Bobek{-}Billewicz and
Hans{-}Peter Meinzer and
Bram Stieltjes and
Klaus H. Maier{-}Hein},
editor = {Heinz Handels and
Thomas Martin Deserno and
Hans{-}Peter Meinzer and
Thomas Tolxdorff},
title = {{\"{U}}berwachtes Lernen zur Pr{\"{a}}diktion von Tumorwachstum},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2015, Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 15. bis 17. M{\"{a}}rz
2015 in L{\"{u}}beck},
series = {Informatik Aktuell},
pages = {473--478},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-662-46224-9\_81},
doi = {10.1007/978-3-662-46224-9\_81},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/WeberGBPTBMSM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/GotzWBPTBMSM15,
author = {Michael G{\"{o}}tz and
Christian Weber and
Franciszek Binczyk and
Joanna Polanska and
Rafal Tarnawski and
Barbara Bobek{-}Billewicz and
Hans{-}Peter Meinzer and
Bram Stieltjes and
Klaus H. Maier{-}Hein},
editor = {Heinz Handels and
Thomas Martin Deserno and
Hans{-}Peter Meinzer and
Thomas Tolxdorff},
title = {Automatische Tumorsegmentierung mit sp{\"{a}}rlich annotierter
Lernbasis},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2015, Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 15. bis 17. M{\"{a}}rz
2015 in L{\"{u}}beck},
series = {Informatik Aktuell},
pages = {486--491},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-662-46224-9\_83},
doi = {10.1007/978-3-662-46224-9\_83},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/GotzWBPTBMSM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/curac/HeimRNNMKSMM15,
author = {Eric Heim and
Tobias Ro{\ss} and
Tobias Norajitra and
Marco Nolden and
Keno M{\"{a}}rz and
Daniel Kondermann and
Stefanie Speidel and
Klaus H. Maier{-}Hein and
Lena Maier{-}Hein},
editor = {Horst K. Hahn and
Ron Kikinis and
Jan Klein and
Arya Nabavi and
Stefan Weber},
title = {Crowdgest{\"{u}}tzte Organsegmentierung: M{\"{o}}glichkeiten
und Grenzen},
booktitle = {14. Jahrestagung der Deutschen Gesellschaft f{\"{u}}r Computer-
und Roboterassistierte Chirurgie, September 17-19, 2015, Bremen, Germany},
pages = {37--42},
year = {2015},
timestamp = {Fri, 03 Mar 2017 18:18:00 +0100},
biburl = {https://dblp.org/rec/conf/curac/HeimRNNMKSMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/NorajitraMM15,
author = {Tobias Norajitra and
Hans{-}Peter Meinzer and
Klaus H. Maier{-}Hein},
editor = {Lubomir M. Hadjiiski and
Georgia D. Tourassi},
title = {3D statistical shape models incorporating 3D random forest regression
voting for robust {CT} liver segmentation},
booktitle = {Medical Imaging 2015: Computer-Aided Diagnosis, Orlando, Florida,
United States, 21-26 February 2015},
series = {{SPIE} Proceedings},
volume = {9414},
pages = {941406},
publisher = {{SPIE}},
year = {2015},
url = {https://doi.org/10.1117/12.2082909},
doi = {10.1117/12.2082909},
timestamp = {Fri, 09 Mar 2018 09:19:55 +0100},
biburl = {https://dblp.org/rec/conf/micad/NorajitraMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/NeherGNWM15,
author = {Peter F. Neher and
Michael G{\"{o}}tz and
Tobias Norajitra and
Christian Weber and
Klaus H. Maier{-}Hein},
editor = {Nassir Navab and
Joachim Hornegger and
William M. Wells III and
Alejandro F. Frangi},
title = {A Machine Learning Based Approach to Fiber Tractography Using Classifier
Voting},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2015 - 18th International Conference Munich, Germany, October 5-9,
2015, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9349},
pages = {45--52},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24553-9\_6},
doi = {10.1007/978-3-319-24553-9\_6},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/NeherGNWM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GotzWKM15,
author = {Michael G{\"{o}}tz and
Christian Weber and
Christoph Kolb and
Klaus H. Maier{-}Hein},
editor = {Alessandro Crimi and
Bjoern H. Menze and
Oskar Maier and
Mauricio Reyes and
Heinz Handels},
title = {Input Data Adaptive Learning {(IDAL)} for Sub-acute Ischemic Stroke
Lesion Segmentation},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - First International Workshop, Brainles 2015, Held in Conjunction
with {MICCAI} 2015, Munich, Germany, October 5, 2015, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {9556},
pages = {284--295},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-30858-6\_25},
doi = {10.1007/978-3-319-30858-6\_25},
timestamp = {Sun, 02 Oct 2022 16:11:47 +0200},
biburl = {https://dblp.org/rec/conf/miccai/GotzWKM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/GochSHHPMM14,
author = {Caspar J. Goch and
Bram Stieltjes and
Romy Henze and
Jan Hering and
Luise Poustka and
Hans{-}Peter Meinzer and
Klaus H. Maier{-}Hein},
title = {Quantification of changes in language-related brain areas in autism
spectrum disorders using large-scale network analysis},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {9},
number = {3},
pages = {357--365},
year = {2014},
url = {https://doi.org/10.1007/s11548-014-0977-0},
doi = {10.1007/S11548-014-0977-0},
timestamp = {Thu, 11 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/GochSHHPMM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/BachLLTBSM14,
author = {Michael Bach and
Frederik B. Laun and
Alexander Leemans and
Chantal M. W. Tax and
Geert Jan Biessels and
Bram Stieltjes and
Klaus H. Maier{-}Hein},
title = {Methodological considerations on tract-based spatial statistics {(TBSS)}},
journal = {NeuroImage},
volume = {100},
pages = {358--369},
year = {2014},
url = {https://doi.org/10.1016/j.neuroimage.2014.06.021},
doi = {10.1016/J.NEUROIMAGE.2014.06.021},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/BachLLTBSM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/HeringNMM14,
author = {Jan Hering and
Peter F. Neher and
Hans{-}Peter Meinzer and
Klaus H. Maier{-}Hein},
editor = {Thomas Martin Deserno and
Heinz Handels and
Hans{-}Peter Meinzer and
Thomas Tolxdorff},
title = {Erzeugung von Referenzdaten f{\"{u}}r Kopfbewegungskorrektur
in Diffusion-MRI},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2014, Algorithmen - Systeme
- Anwendungen, Proceedings des Workshops vom 16. bis 18. M{\"{a}}rz
2014 in Aachen},
series = {Informatik Aktuell},
pages = {342--347},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-642-54111-7\_63},
doi = {10.1007/978-3-642-54111-7\_63},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/HeringNMM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/NorajitraMSM14,
author = {Tobias Norajitra and
Hans{-}Peter Meinzer and
Bram Stieltjes and
Klaus H. Maier{-}Hein},
editor = {Stephen R. Aylward and
Lubomir M. Hadjiiski},
title = {Active shape models incorporating isolated landmarks for medical image
annotation},
booktitle = {Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, California,
United States, 15-20 February 2014},
series = {{SPIE} Proceedings},
volume = {9035},
pages = {90353J},
publisher = {{SPIE}},
year = {2014},
url = {https://doi.org/10.1117/12.2043761},
doi = {10.1117/12.2043761},
timestamp = {Mon, 12 Mar 2018 13:35:02 +0100},
biburl = {https://dblp.org/rec/conf/micad/NorajitraMSM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/GemmekeMPGWKNMR14,
author = {Philipp Gemmeke and
Maria Maleshkova and
Patrick Philipp and
Michael G{\"{o}}tz and
Christian Weber and
Benedikt K{\"{a}}mpgen and
Marco Nolden and
Klaus H. Maier{-}Hein and
Achim Rettinger},
editor = {Olaf Hartig and
Aidan Hogan and
Juan F. Sequeda},
title = {Using Linked Data and Web APIs for Automating the Pre-processing of
Medical Images},
booktitle = {Proceedings of the 5th International Workshop on Consuming Linked
Data {(COLD} 2014) co-located with the 13th International Semantic
Web Conference {(ISWC} 2014), Riva del Garda, Italy, October 20, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1264},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1264/cold2014\_GemmekeMPGWKNMR.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:04 +0100},
biburl = {https://dblp.org/rec/conf/semweb/GemmekeMPGWKNMR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/PasternakMBSRW14,
author = {Ofer Pasternak and
Klaus H. Maier{-}Hein and
Christian F. Baumgartner and
Martha Elizabeth Shenton and
Yogesh Rathi and
Carl{-}Fredrik Westin},
editor = {Carl{-}Fredrik Westin and
Anna Vilanova and
Bernhard Burgeth},
title = {The Estimation of Free-Water Corrected Diffusion Tensors},
booktitle = {Visualization and Processing of Tensors and Higher Order Descriptors
for Multi-Valued Data},
pages = {249--270},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-642-54301-2\_11},
doi = {10.1007/978-3-642-54301-2\_11},
timestamp = {Tue, 16 May 2017 14:01:34 +0200},
biburl = {https://dblp.org/rec/books/daglib/p/PasternakMBSRW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/NoldenZSWMFMFBMMMW13,
author = {Marco Nolden and
Sascha Zelzer and
Alexander Seitel and
Diana Wald and
Michael M{\"{u}}ller and
Alfred M. Franz and
Daniel Maleike and
Markus Fangerau and
Matthias Baumhauer and
Lena Maier{-}Hein and
Klaus H. Maier{-}Hein and
Hans{-}Peter Meinzer and
Ivo Wolf},
title = {The Medical Imaging Interaction Toolkit: challenges and advances},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {8},
number = {4},
pages = {607--620},
year = {2013},
url = {https://doi.org/10.1007/s11548-013-0840-8},
doi = {10.1007/S11548-013-0840-8},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cars/NoldenZSWMFMFBMMMW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/GochSHHMF13,
author = {Caspar J. Goch and
Bram Stieltjes and
Romy Henze and
Jan Hering and
Hans{-}Peter Meinzer and
Klaus H. Fritzsche},
editor = {Hans{-}Peter Meinzer and
Thomas Martin Deserno and
Heinz Handels and
Thomas Tolxdorff},
title = {Quantification of Changes in Language-Related Brain Areas in Autism
Spectrum Disorders Using Large-Scale Network Analysis},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2013 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 3. bis 5. M{\"{a}}rz
2013 in Heidelberg},
series = {Informatik Aktuell},
pages = {51--56},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-36480-8\_11},
doi = {10.1007/978-3-642-36480-8\_11},
timestamp = {Mon, 03 Jan 2022 22:18:42 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/GochSHHMF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/TobischNRMZ13,
author = {Alexandra Tobisch and
Peter F. Neher and
Matthew C. Rowe and
Klaus H. Maier{-}Hein and
Hui Zhang},
editor = {Thomas Schultz and
Gemma L. Nedjati{-}Gilani and
Archana Venkataraman and
Lauren O'Donnell and
Eleftheria Panagiotaki},
title = {Model-Based Super-Resolution of Diffusion {MRI}},
booktitle = {Computational Diffusion {MRI} and Brain Connectivity, {MICCAI} Workshops
CDMRI/MMBC, Nagoya, Japan, September 22nd, 2013},
pages = {25--34},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-02475-2\_3},
doi = {10.1007/978-3-319-02475-2\_3},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/TobischNRMZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HeringWMSM13,
author = {Jan Hering and
Ivo Wolf and
Hans{-}Peter Meinzer and
Bram Stieltjes and
Klaus H. Maier{-}Hein},
editor = {Thomas Schultz and
Gemma L. Nedjati{-}Gilani and
Archana Venkataraman and
Lauren O'Donnell and
Eleftheria Panagiotaki},
title = {A Quantitative Evaluation of Errors Induced by Reduced Field-of-View
in Diffusion Tensor Imaging},
booktitle = {Computational Diffusion {MRI} and Brain Connectivity, {MICCAI} Workshops
CDMRI/MMBC, Nagoya, Japan, September 22nd, 2013},
pages = {35--44},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-02475-2\_4},
doi = {10.1007/978-3-319-02475-2\_4},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/HeringWMSM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/NeherLSM13,
author = {Peter F. Neher and
Frederik B. Laun and
Bram Stieltjes and
Klaus H. Maier{-}Hein},
editor = {Thomas Schultz and
Gemma L. Nedjati{-}Gilani and
Archana Venkataraman and
Lauren O'Donnell and
Eleftheria Panagiotaki},
title = {Fiberfox: An Extensible System for Generating Realistic White Matter
Software Phantoms},
booktitle = {Computational Diffusion {MRI} and Brain Connectivity, {MICCAI} Workshops
CDMRI/MMBC, Nagoya, Japan, September 22nd, 2013},
pages = {105--113},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-02475-2\_10},
doi = {10.1007/978-3-319-02475-2\_10},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/NeherLSM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GochOSHHPMYM13,
author = {Caspar J. Goch and
Basak Oztan and
Bram Stieltjes and
Romy Henze and
Jan Hering and
Luise Poustka and
Hans{-}Peter Meinzer and
B{\"{u}}lent Yener and
Klaus H. Maier{-}Hein},
editor = {Thomas Schultz and
Gemma L. Nedjati{-}Gilani and
Archana Venkataraman and
Lauren O'Donnell and
Eleftheria Panagiotaki},
title = {Global Changes in the Connectome in Autism Spectrum Disorders},
booktitle = {Computational Diffusion {MRI} and Brain Connectivity, {MICCAI} Workshops
CDMRI/MMBC, Nagoya, Japan, September 22nd, 2013},
pages = {239--247},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-02475-2\_22},
doi = {10.1007/978-3-319-02475-2\_22},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/GochOSHHPMYM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/NeherSRRMF12,
author = {Peter F. Neher and
Bram Stieltjes and
Marco Reisert and
Ignaz Reicht and
Hans{-}Peter Meinzer and
Klaus H. Fritzsche},
editor = {Thomas Tolxdorff and
Thomas Martin Deserno and
Heinz Handels and
Hans{-}Peter Meinzer},
title = {Integration eines globalen Traktographieverfahrens in das Medical
Imaging Interaction Toolkit},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2012 - Algorithmen - Systeme
- Anwendungen. Proceedings des Workshops vom 18. bis 20. M{\"{a}}rz
2012 in Berlin},
series = {Informatik Aktuell},
pages = {177--182},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28502-8\_32},
doi = {10.1007/978-3-642-28502-8\_32},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/NeherSRRMF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/NeherSRRMF12,
author = {Peter F. Neher and
Bram Stieltjes and
Marco Reisert and
Ignaz Reicht and
Hans{-}Peter Meinzer and
Klaus H. Fritzsche},
editor = {David R. Haynor and
S{\'{e}}bastien Ourselin},
title = {{MITK} global tractography},
booktitle = {Medical Imaging 2012: Image Processing, San Diego, California, USA,
February 4, 2012},
series = {{SPIE} Proceedings},
volume = {8314},
pages = {83144D},
publisher = {{SPIE}},
year = {2012},
url = {https://doi.org/10.1117/12.911215},
doi = {10.1117/12.911215},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/NeherSRRMF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/BruggenSMF11,
author = {Thomas van Bruggen and
Bram Stieltjes and
Hans{-}Peter Meinzer and
Klaus H. Fritzsche},
editor = {Heinz Handels and
Jan Ehrhardt and
Thomas Martin Deserno and
Hans{-}Peter Meinzer and
Thomas Tolxdorff},
title = {Tract-Based Spatial Statistics of the Corpus Callosum using Different
Tensor-Derived Indices},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2011: Algorithmen - Systeme
- Anwendungen, Proceedings des Workshops vom 20. bis 22. M{\"{a}}rz
2011 in L{\"{u}}beck},
series = {Informatik Aktuell},
pages = {244--248},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-19335-4\_51},
doi = {10.1007/978-3-642-19335-4\_51},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/BruggenSMF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/FritzscheSSBEM10,
author = {Klaus H. Fritzsche and
Bram Stieltjes and
Sarah Schlindwein and
Thomas van Bruggen and
Marco Essig and
Hans{-}Peter Meinzer},
title = {Automated {MR} morphometry to predict Alzheimer's disease in mild
cognitive impairment},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {5},
number = {6},
pages = {623--632},
year = {2010},
url = {https://doi.org/10.1007/s11548-010-0412-0},
doi = {10.1007/S11548-010-0412-0},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/FritzscheSSBEM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/SteinFNMW10,
author = {Daniel Stein and
Klaus H. Fritzsche and
Marco Nolden and
Hans{-}Peter Meinzer and
Ivo Wolf},
title = {The extensible open-source rigid and affine image registration module
of the Medical Imaging Interaction Toolkit {(MITK)}},
journal = {Comput. Methods Programs Biomed.},
volume = {100},
number = {1},
pages = {79--86},
year = {2010},
url = {https://doi.org/10.1016/j.cmpb.2010.02.008},
doi = {10.1016/J.CMPB.2010.02.008},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/SteinFNMW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/FritzscheLMS10,
author = {Klaus H. Fritzsche and
Frederik B. Laun and
Hans{-}Peter Meinzer and
Bram Stieltjes},
title = {Opportunities and pitfalls in the quantification of fiber integrity:
What can we gain from Q-ball imaging?},
journal = {NeuroImage},
volume = {51},
number = {1},
pages = {242--251},
year = {2010},
url = {https://doi.org/10.1016/j.neuroimage.2010.02.007},
doi = {10.1016/J.NEUROIMAGE.2010.02.007},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/FritzscheLMS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/FritzscheM10,
author = {Klaus H. Fritzsche and
Hans{-}Peter Meinzer},
editor = {Thomas Martin Deserno and
Heinz Handels and
Hans{-}Peter Meinzer and
Thomas Tolxdorff},
title = {{MITK-DI}},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2010 - Algorithmen - Systeme
- Anwendungen, Aachen, Germany, March 14-16, 2010},
series = {{CEUR} Workshop Proceedings},
volume = {574},
pages = {246--250},
publisher = {CEUR-WS.org},
year = {2010},
url = {https://ceur-ws.org/Vol-574/bvm2010\_50.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:11 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/FritzscheM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miigp/BaumhauerNFM10,
author = {Matthias Baumhauer and
Jochen Neuhaus and
Klaus H. Fritzsche and
Hans{-}Peter Meinzer},
editor = {Kenneth H. Wong and
Michael I. Miga},
title = {The {MITK} image guided therapy toolkit and its application for augmented
reality in laparoscopic prostate surgery},
booktitle = {Medical Imaging 2010: Visualization, Image-Guided Procedures, and
Modeling, San Diego, California, United States, 13-18 February 2010},
series = {{SPIE} Proceedings},
volume = {7625},
pages = {76251G},
publisher = {{SPIE}},
year = {2010},
url = {https://doi.org/10.1117/12.844667},
doi = {10.1117/12.844667},
timestamp = {Mon, 16 Apr 2018 17:54:16 +0200},
biburl = {https://dblp.org/rec/conf/miigp/BaumhauerNFM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/FritzscheLSM10,
author = {Klaus H. Fritzsche and
Frederik B. Laun and
Bram Stieltjes and
Hans{-}Peter Meinzer},
editor = {Benoit M. Dawant and
David R. Haynor},
title = {Directional assessment of fiber integrity in Q-ball imaging},
booktitle = {Medical Imaging 2010: Image Processing, San Diego, California, USA,
February 14-16, 2010},
series = {{SPIE} Proceedings},
volume = {7623},
pages = {76231G},
publisher = {{SPIE}},
year = {2010},
url = {https://doi.org/10.1117/12.839608},
doi = {10.1117/12.839608},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/FritzscheLSM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/FritzscheSSEM09,
author = {Klaus H. Fritzsche and
Sarah Schlindwein and
Bram Stieltjes and
Marco Essig and
Hans{-}Peter Meinzer},
editor = {Hans{-}Peter Meinzer and
Thomas Martin Deserno and
Heinz Handels and
Thomas Tolxdorff},
title = {Vorhersage des Krankheitsverlaufes von leichten kognitiven Beeintr{\"{a}}chtigungen
durch automatisierte {MRT} Morphometrie},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2009: Algorithmen - Systeme
- Anwendungen, Proceedings des Workshops vom 22. bis 25. M{\"{a}}rz
2009 in Heidelberg},
series = {Informatik Aktuell},
pages = {217--221},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-540-93860-6\_44},
doi = {10.1007/978-3-540-93860-6\_44},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/FritzscheSSEM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/FritzscheWAM08,
author = {Klaus H. Fritzsche and
Aldo von Wangenheim and
Daniel Duarte Abdala and
Hans{-}Peter Meinzer},
title = {A computational method for the estimation of atrophic changes in Alzheimer's
disease and mild cognitive impairment},
journal = {Comput. Medical Imaging Graph.},
volume = {32},
number = {4},
pages = {294--303},
year = {2008},
url = {https://doi.org/10.1016/j.compmedimag.2007.12.006},
doi = {10.1016/J.COMPMEDIMAG.2007.12.006},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmig/FritzscheWAM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/FritzscheGTHEM08,
author = {Klaus H. Fritzsche and
Frederik L. Giesel and
Philipp A. Thomann and
Horst K. Hahn and
Marco Essig and
Hans{-}Peter Meinzer},
editor = {Thomas Tolxdorff and
J{\"{u}}rgen Braun and
Thomas Martin Deserno and
Heinz Handels and
Alexander Horsch and
Hans{-}Peter Meinzer},
title = {Quantifizierung neurodegenerativer Ver{\"{a}}nderungen bei der
Alzheimer Krankheit},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2008, Algorithmen, Systeme,
Anwendungen, Proceedings des Workshops vom 6. bis 8. April 2008 in
Berlin},
series = {Informatik Aktuell},
pages = {363--367},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-78640-5\_73},
doi = {10.1007/978-3-540-78640-5\_73},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/FritzscheGTHEM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/FritzscheGHTHPS08,
author = {Klaus H. Fritzsche and
Frederik L. Giesel and
Tobias Heimann and
Philipp A. Thomann and
Horst K. Hahn and
Johannes Pantel and
Johannes Schr{\"{o}}der and
Marco Essig and
Hans{-}Peter Meinzer},
editor = {Maryellen L. Giger and
Nico Karssemeijer},
title = {Neurodegenerative changes in Alzheimer's disease: a comparative study
of manual, semi-automated, and fully automated assessment using {MRI}},
booktitle = {Medical Imaging 2008: Computer-Aided Diagnosis, San Diego, California,
United States, 16-21 February 2008},
series = {{SPIE} Proceedings},
volume = {6915},
pages = {69151V},
publisher = {{SPIE}},
year = {2008},
url = {https://doi.org/10.1117/12.767455},
doi = {10.1117/12.767455},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/FritzscheGHTHPS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miigp/DanzerF08,
author = {Stefan D{\"{a}}nzer and
Klaus H. Fritzsche},
editor = {Michael I. Miga and
Kevin Robert Cleary},
title = {A simulator for surgery training: optimal sensory stimuli in a bone
pinning simulation},
booktitle = {Medical Imaging 2008: Visualization, Image-Guided Procedures, and
Modeling, San Diego, California, United States, 16-21 February 2008},
series = {{SPIE} Proceedings},
volume = {6918},
pages = {69181O},
publisher = {{SPIE}},
year = {2008},
url = {https://doi.org/10.1117/12.770726},
doi = {10.1117/12.770726},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miigp/DanzerF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/FritzscheWDU06,
author = {Klaus H. Fritzsche and
Aldo von Wangenheim and
R{\"{u}}diger Dillmann and
Roland Unterhinninghofen},
title = {Automated MRI-Based Quantification of the Cerebral Atrophy Providing
Diagnostic Information on Mild Cognitive Impairment and Alzheimer's
Disease},
booktitle = {19th {IEEE} International Symposium on Computer-Based Medical Systems
{(CBMS} 2006), 22-23 June 2006, Salt Lake City, Utah, {USA}},
pages = {191--196},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/CBMS.2006.52},
doi = {10.1109/CBMS.2006.52},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/FritzscheWDU06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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