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ORCIDBibTeX records: Marc Aubreville
@inproceedings{DBLP:conf/bildmed/AmmelingGWBA26,
author = {Jonas Ammeling and
Jonathan Ganz and
Frauke Wilm and
Katharina Breininger and
Marc Aubreville},
editor = {Heinz Handels and
Katharina Breininger and
Thomas M. Deserno and
Andreas Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Investigation of Class Separability within Object Detection
Models in Histopathology},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2026 - Proceedings, German
Conference on Medical Image Computing, Luebeck, March 15 - 17, 2026},
series = {Informatik Aktuell},
pages = {18},
publisher = {Springer},
year = {2026},
url = {https://doi.org/10.1007/978-3-658-51100-5\_3},
doi = {10.1007/978-3-658-51100-5\_3},
timestamp = {Tue, 31 Mar 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/AmmelingGWBA26.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/RosbachABRA26,
author = {Emely Rosbach and
Jonas Ammeling and
Christof A. Bertram and
Andreas Riener and
Marc Aubreville},
editor = {Heinz Handels and
Katharina Breininger and
Thomas M. Deserno and
Andreas Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: When Two Wrongs Don't Make a Right - Examining Confirmation
Bias and the Role of Time Pressure During Human-AI Collaboration in
Computational Pathology},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2026 - Proceedings, German
Conference on Medical Image Computing, Luebeck, March 15 - 17, 2026},
series = {Informatik Aktuell},
pages = {193},
publisher = {Springer},
year = {2026},
url = {https://doi.org/10.1007/978-3-658-51100-5\_39},
doi = {10.1007/978-3-658-51100-5\_39},
timestamp = {Tue, 31 Mar 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/RosbachABRA26.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/BanerjeeGHWCDPA26,
author = {Sweta Banerjee and
Timo Gosch and
Sara Hester and
Viktoria Weiss and
Thomas Conrad and
Taryn A. Donovan and
Nils Porsche and
Jonas Ammeling and
Christoph Stroblberger and
Robert Klopfleisch and
Christopher C. Kaltenecker and
Christof A. Bertram and
Katharina Breininger and
Marc Aubreville},
editor = {Heinz Handels and
Katharina Breininger and
Thomas M. Deserno and
Andreas Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Enabling Fast and Mobile Histopathology Image Annotation through Swipeable
Interfaces {SWAN}},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2026 - Proceedings, German
Conference on Medical Image Computing, Luebeck, March 15 - 17, 2026},
series = {Informatik Aktuell},
pages = {203--209},
publisher = {Springer},
year = {2026},
url = {https://doi.org/10.1007/978-3-658-51100-5\_42},
doi = {10.1007/978-3-658-51100-5\_42},
timestamp = {Fri, 20 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/BanerjeeGHWCDPA26.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/PorscheMBGA26,
author = {Nils Porsche and
Flurin M{\"{u}}ller{-}Diesing and
Sweta Banerjee and
Miguel Goncalves and
Marc Aubreville},
editor = {Heinz Handels and
Katharina Breininger and
Thomas M. Deserno and
Andreas Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Filtering Scheme for Confocal Laser Endomicroscopy (CLE)-video Sequences
for Self-supervised Learning},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2026 - Proceedings, German
Conference on Medical Image Computing, Luebeck, March 15 - 17, 2026},
series = {Informatik Aktuell},
pages = {375--380},
publisher = {Springer},
year = {2026},
url = {https://doi.org/10.1007/978-3-658-51100-5\_73},
doi = {10.1007/978-3-658-51100-5\_73},
timestamp = {Tue, 24 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/PorscheMBGA26.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/AubrevilleDB26,
author = {Marc Aubreville and
Taryn A. Donovan and
Christof A. Bertram},
editor = {Heinz Handels and
Katharina Breininger and
Thomas M. Deserno and
Andreas Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Exploring General-purpose Autonomous Multimodal Agents for Pathology
Report Generation},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2026 - Proceedings, German
Conference on Medical Image Computing, Luebeck, March 15 - 17, 2026},
series = {Informatik Aktuell},
pages = {393--399},
publisher = {Springer},
year = {2026},
url = {https://doi.org/10.1007/978-3-658-51100-5\_76},
doi = {10.1007/978-3-658-51100-5\_76},
timestamp = {Tue, 31 Mar 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/AubrevilleDB26.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2601-11540,
author = {Marc Aubreville and
Taryn A. Donovan and
Christof A. Bertram},
title = {Exploring General-Purpose Autonomous Multimodal Agents for Pathology
Report Generation},
journal = {CoRR},
volume = {abs/2601.11540},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2601.11540},
doi = {10.48550/ARXIV.2601.11540},
eprinttype = {arXiv},
eprint = {2601.11540},
timestamp = {Mon, 16 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2601-11540.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ais/KrugelAAFKU25,
author = {Sebastian Kr{\"{u}}gel and
Jonas Ammeling and
Marc Aubreville and
Alexis Fritz and
Angelika Kie{\ss}ig and
Matthias Uhl},
title = {Perceived responsibility in AI-supported medicine},
journal = {{AI} Soc.},
volume = {40},
number = {3},
pages = {1485--1495},
year = {2025},
url = {https://doi.org/10.1007/s00146-024-01972-6},
doi = {10.1007/S00146-024-01972-6},
timestamp = {Fri, 09 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ais/KrugelAAFKU25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/GanzAJBA25,
author = {Jonathan Ganz and
Jonas Ammeling and
Samir Jabari and
Katharina Breininger and
Marc Aubreville},
title = {Re-identification from histopathology images},
journal = {Medical Image Anal.},
volume = {99},
pages = {103335},
year = {2025},
url = {https://doi.org/10.1016/j.media.2024.103335},
doi = {10.1016/J.MEDIA.2024.103335},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/GanzAJBA25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/AmmelingGWBA25,
author = {Jonas Ammeling and
Jonathan Ganz and
Frauke Wilm and
Katharina Breininger and
Marc Aubreville},
title = {Investigation of Class Separability Within Object Detection Models
in Histopathology},
journal = {{IEEE} Trans. Medical Imaging},
volume = {44},
number = {8},
pages = {3162--3174},
year = {2025},
url = {https://doi.org/10.1109/TMI.2025.3560134},
doi = {10.1109/TMI.2025.3560134},
timestamp = {Thu, 11 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/AmmelingGWBA25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/GanzARLBBA25,
author = {Jonathan Ganz and
Jonas Ammeling and
Emely Rosbach and
Ludwig Lausser and
Christof A. Bertram and
Katharina Breininger and
Marc Aubreville},
editor = {Christoph Palm and
Katharina Breininger and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Is Self-supervision Enough? - Benchmarking Foundation Models Against
End-to-end Training for Mitotic Figure Classification},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2025 - Proceedings, German
Conference on Medical Image Computing, Regensburg, March 09-11, 2025},
series = {Informatik Aktuell},
pages = {63--68},
publisher = {Springer},
year = {2025},
url = {https://doi.org/10.1007/978-3-658-47422-5\_15},
doi = {10.1007/978-3-658-47422-5\_15},
timestamp = {Fri, 07 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/GanzARLBBA25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/BertramWDBCAKKA25,
author = {Christof A. Bertram and
Viktoria Weiss and
Taryn A. Donovan and
Sweta Banerjee and
Thomas Conrad and
Jonas Ammeling and
Robert Klopfleisch and
Christopher C. Kaltenecker and
Marc Aubreville},
editor = {Christoph Palm and
Katharina Breininger and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Histologic Dataset of Normal and Atypical Mitotic Figures on Human
Breast Cancer (AMi-Br)},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2025 - Proceedings, German
Conference on Medical Image Computing, Regensburg, March 09-11, 2025},
series = {Informatik Aktuell},
pages = {113--118},
publisher = {Springer},
year = {2025},
url = {https://doi.org/10.1007/978-3-658-47422-5\_25},
doi = {10.1007/978-3-658-47422-5\_25},
timestamp = {Thu, 01 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/BertramWDBCAKKA25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/RosbachGARA25,
author = {Emely Rosbach and
Jonathan Ganz and
Jonas Ammeling and
Andreas Riener and
Marc Aubreville},
editor = {Christoph Palm and
Katharina Breininger and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Automation Bias in AI-assisted Medical Decision-making under Time
Pressure in Computational Pathology},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2025 - Proceedings, German
Conference on Medical Image Computing, Regensburg, March 09-11, 2025},
series = {Informatik Aktuell},
pages = {129--134},
publisher = {Springer},
year = {2025},
url = {https://doi.org/10.1007/978-3-658-47422-5\_27},
doi = {10.1007/978-3-658-47422-5\_27},
timestamp = {Thu, 06 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/RosbachGARA25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/GanzAJBA25,
author = {Jonathan Ganz and
Jonas Ammeling and
Samir Jabari and
Katharina Breininger and
Marc Aubreville},
editor = {Christoph Palm and
Katharina Breininger and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Abstract: Re-identification from Histopathology Images},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2025 - Proceedings, German
Conference on Medical Image Computing, Regensburg, March 09-11, 2025},
series = {Informatik Aktuell},
pages = {135},
publisher = {Springer},
year = {2025},
url = {https://doi.org/10.1007/978-3-658-47422-5\_28},
doi = {10.1007/978-3-658-47422-5\_28},
timestamp = {Fri, 07 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/GanzAJBA25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/GanzMARDJBBA25,
author = {Jonathan Ganz and
Christian Marzahl and
Jonas Ammeling and
Emely Rosbach and
Taryn A. Donovan and
Samir Jabari and
Christof A. Bertram and
Katharina Breininger and
Marc Aubreville},
editor = {Christoph Palm and
Katharina Breininger and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Abstract: Information Mismatch in PHH3-assisted Mitosis Annotation
Leads to Interpretation Shifts in H{\&}E Slide Analysis},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2025 - Proceedings, German
Conference on Medical Image Computing, Regensburg, March 09-11, 2025},
series = {Informatik Aktuell},
pages = {155},
publisher = {Springer},
year = {2025},
url = {https://doi.org/10.1007/978-3-658-47422-5\_33},
doi = {10.1007/978-3-658-47422-5\_33},
timestamp = {Fri, 07 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/GanzMARDJBBA25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/BanerjeeBAWCKKB25,
author = {Sweta Banerjee and
Christof A. Bertram and
Jonas Ammeling and
Viktoria Weiss and
Thomas Conrad and
Robert Klopfleisch and
Christopher C. Kaltenecker and
Katharina Breininger and
Marc Aubreville},
editor = {Christoph Palm and
Katharina Breininger and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Comprehensive Dataset of Coarse Tumor Annotations for The Cancer Genome
Atlas Breast Invasive Carcinoma},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2025 - Proceedings, German
Conference on Medical Image Computing, Regensburg, March 09-11, 2025},
series = {Informatik Aktuell},
pages = {260--265},
publisher = {Springer},
year = {2025},
url = {https://doi.org/10.1007/978-3-658-47422-5\_56},
doi = {10.1007/978-3-658-47422-5\_56},
timestamp = {Thu, 01 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/BanerjeeBAWCKKB25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/HaghoferPBDABDF25,
author = {Andreas Haghofer and
Eda Parlak and
Alexander Bartel and
Taryn A. Donovan and
Charles{-}Antoine Assenmacher and
Pompei Bolfa and
Michael J. Dark and
Andrea Fuchs{-}Baumgartinger and
Andrea Klang and
Kathrin J{\"{a}}ger and
Robert Klopfleisch and
Sophie Merz and
Barbara Richter and
F. Yvonne Schulman and
Hannah Janout and
Jonathan Ganz and
Josef Scharinger and
Marc Aubreville and
Stephan M. Winkler and
Matti Kiupel and
Christof A. Bertram},
editor = {Christoph Palm and
Katharina Breininger and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Abstract: Nuclear Pleomorphism in Canine Cutaneous Mast Cell Tumors},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2025 - Proceedings, German
Conference on Medical Image Computing, Regensburg, March 09-11, 2025},
series = {Informatik Aktuell},
pages = {267},
publisher = {Springer},
year = {2025},
url = {https://doi.org/10.1007/978-3-658-47422-5\_58},
doi = {10.1007/978-3-658-47422-5\_58},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/HaghoferPBDABDF25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/QiuAWOUSB25,
author = {Jingna Qiu and
Marc Aubreville and
Frauke Wilm and
Mathias {\"{O}}ttl and
Jonas Utz and
Maja Schlereth and
Katharina Breininger},
editor = {Christoph Palm and
Katharina Breininger and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Abstract: Leveraging Image Captions for Selective Whole Slide Image
Annotation},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2025 - Proceedings, German
Conference on Medical Image Computing, Regensburg, March 09-11, 2025},
series = {Informatik Aktuell},
pages = {268},
publisher = {Springer},
year = {2025},
url = {https://doi.org/10.1007/978-3-658-47422-5\_59},
doi = {10.1007/978-3-658-47422-5\_59},
timestamp = {Fri, 07 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/QiuAWOUSB25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/PerniasRRPA25,
author = {Pablo Pernias and
Dominic Rampas and
Mats L. Richter and
Christopher J. Pal and
Marc Aubreville},
editor = {Christoph Palm and
Katharina Breininger and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Abstract: W{\"{u}}rstchen - An Efficient Architecture for Large-scale
Text-to-image Diffusion Models},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2025 - Proceedings, German
Conference on Medical Image Computing, Regensburg, March 09-11, 2025},
series = {Informatik Aktuell},
pages = {269},
publisher = {Springer},
year = {2025},
url = {https://doi.org/10.1007/978-3-658-47422-5\_60},
doi = {10.1007/978-3-658-47422-5\_60},
timestamp = {Thu, 06 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/PerniasRRPA25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/RosbachAKKFGPDK25,
author = {Emely Rosbach and
Jonas Ammeling and
Sebastian Kr{\"{u}}gel and
Angelika Kie{\ss}ig and
Alexis Fritz and
Jonathan Ganz and
Chlo{\'{e}} Puget and
Taryn A. Donovan and
Andrea Klang and
Maximilian C. K{\"{o}}ller and
Pompei Bolfa and
Marco Tecilla and
Daniela Denk and
Matti Kiupel and
Georgios Paraschou and
Mun Keong Kok and
Alexander F. H. Haake and
Ronald R. de Krijger and
Andreas F.{-}P. Sonnen and
Tanit Kasantikul and
Gerry M. Dorrestein and
Rebecca C. Smedley and
Nikolas Stathonikos and
Matthias Uhl and
Christof A. Bertram and
Andreas Riener and
Marc Aubreville},
editor = {Naomi Yamashita and
Vanessa Evers and
Koji Yatani and
Sharon Xianghua Ding and
Bongshin Lee and
Marshini Chetty and
Phoebe O. Toups Dugas},
title = {"When Two Wrongs Don't Make a Right" - Examining Confirmation
Bias and the Role of Time Pressure During Human-AI Collaboration in
Computational Pathology},
booktitle = {Proceedings of the 2025 {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2025, YokohamaJapan, 26 April 2025- 1 May 2025},
pages = {528:1--528:18},
publisher = {{ACM}},
year = {2025},
url = {https://doi.org/10.1145/3706598.3713319},
doi = {10.1145/3706598.3713319},
timestamp = {Fri, 09 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/RosbachAKKFGPDK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-04467,
author = {Christof A. Bertram and
Viktoria Weiss and
Taryn A. Donovan and
Sweta Banerjee and
Thomas Conrad and
Jonas Ammeling and
Robert Klopfleisch and
Christopher C. Kaltenecker and
Marc Aubreville},
title = {A Histologic Dataset of Normal and Atypical Mitotic Figures on Human
Breast Cancer (AMi-Br)},
journal = {CoRR},
volume = {abs/2501.04467},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.04467},
doi = {10.48550/ARXIV.2501.04467},
eprinttype = {arXiv},
eprint = {2501.04467},
timestamp = {Tue, 18 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-04467.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-21444,
author = {Sweta Banerjee and
Viktoria Weiss and
Taryn A. Donovan and
Rutger A. Fick and
Thomas Conrad and
Jonas Ammeling and
Nils Porsche and
Robert Klopfleisch and
Christopher C. Kaltenecker and
Katharina Breininger and
Marc Aubreville and
Christof A. Bertram},
title = {Benchmarking Deep Learning and Vision Foundation Models for Atypical
vs. Normal Mitosis Classification with Cross-Dataset Evaluation},
journal = {CoRR},
volume = {abs/2506.21444},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.21444},
doi = {10.48550/ARXIV.2506.21444},
eprinttype = {arXiv},
eprint = {2506.21444},
timestamp = {Tue, 05 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-21444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-04441,
author = {Jonas Ammeling and
Jonathan Ganz and
Emely Rosbach and
Ludwig Lausser and
Christof A. Bertram and
Katharina Breininger and
Marc Aubreville},
title = {Benchmarking Foundation Models for Mitotic Figure Classification},
journal = {CoRR},
volume = {abs/2508.04441},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.04441},
doi = {10.48550/ARXIV.2508.04441},
eprinttype = {arXiv},
eprint = {2508.04441},
timestamp = {Thu, 11 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-04441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-07835,
author = {Jingna Qiu and
Nishanth Jain and
Jonas Ammeling and
Marc Aubreville and
Katharina Breininger},
title = {Effortless Vision-Language Model Specialization in Histopathology
without Annotation},
journal = {CoRR},
volume = {abs/2508.07835},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.07835},
doi = {10.48550/ARXIV.2508.07835},
eprinttype = {arXiv},
eprint = {2508.07835},
timestamp = {Sat, 13 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-07835.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2511-00098,
author = {Nils Porsche and
Flurin M{\"{u}}ller{-}Diesing and
Sweta Banerjee and
Miguel Goncalves and
Marc Aubreville},
title = {A filtering scheme for confocal laser endomicroscopy (CLE)-video sequences
for self-supervised learning},
journal = {CoRR},
volume = {abs/2511.00098},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2511.00098},
doi = {10.48550/ARXIV.2511.00098},
eprinttype = {arXiv},
eprint = {2511.00098},
timestamp = {Mon, 17 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2511-00098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2511-08271,
author = {Sweta Banerjee and
Timo Gosch and
Sara Hester and
Viktoria Weiss and
Thomas Conrad and
Taryn A. Donovan and
Nils Porsche and
Jonas Ammeling and
Christoph Stroblberger and
Robert Klopfleisch and
Christopher C. Kaltenecker and
Christof A. Bertram and
Katharina Breininger and
Marc Aubreville},
title = {{SWAN} - Enabling Fast and Mobile Histopathology Image Annotation
through Swipeable Interfaces},
journal = {CoRR},
volume = {abs/2511.08271},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2511.08271},
doi = {10.48550/ARXIV.2511.08271},
eprinttype = {arXiv},
eprint = {2511.08271},
timestamp = {Fri, 02 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2511-08271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2512-04564,
author = {Christof A. Bertram and
Viktoria Weiss and
Jonas Ammeling and
F. Maria Schabel and
Taryn A. Donovan and
Frauke Wilm and
Christian Marzahl and
Katharina Breininger and
Marc Aubreville},
title = {Dataset creation for supervised deep learning-based analysis of microscopic
images - review of important considerations and recommendations},
journal = {CoRR},
volume = {abs/2512.04564},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2512.04564},
doi = {10.48550/ARXIV.2512.04564},
eprinttype = {arXiv},
eprint = {2512.04564},
timestamp = {Fri, 23 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2512-04564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2512-07606,
author = {Jingna Qiu and
Frauke Wilm and
Mathias {\"{O}}ttl and
Jonas Utz and
Maja Schlereth and
Moritz Schillinger and
Marc Aubreville and
Katharina Breininger},
title = {Decomposition Sampling for Efficient Region Annotations in Active
Learning},
journal = {CoRR},
volume = {abs/2512.07606},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2512.07606},
doi = {10.48550/ARXIV.2512.07606},
eprinttype = {arXiv},
eprint = {2512.07606},
timestamp = {Fri, 23 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2512-07606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/AubrevilleSDKAGWVJEAKBCGCJSKKKSLKWZ24,
author = {Marc Aubreville and
Nikolas Stathonikos and
Taryn A. Donovan and
Robert Klopfleisch and
Jonas Ammeling and
Jonathan Ganz and
Frauke Wilm and
Mitko Veta and
Samir Jabari and
Markus Eckstein and
Jonas Annuscheit and
Christian Krumnow and
Engin Bozaba and
Sercan {\c{C}}ayir and
Hongyan Gu and
Xiang Anthony Chen and
Mostafa Jahanifar and
Adam Shephard and
Satoshi Kondo and
Satoshi Kasai and
Sujatha Kotte and
VG Saipradeep and
Maxime W. Lafarge and
Viktor H. Koelzer and
Ziyue Wang and
Yongbing Zhang and
Sen Yang and
Xiyue Wang and
Katharina Breininger and
Christof A. Bertram},
title = {Domain generalization across tumor types, laboratories, and species
- Insights from the 2022 edition of the Mitosis Domain Generalization
Challenge},
journal = {Medical Image Anal.},
volume = {94},
pages = {103155},
year = {2024},
url = {https://doi.org/10.1016/j.media.2024.103155},
doi = {10.1016/J.MEDIA.2024.103155},
timestamp = {Mon, 07 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/AubrevilleSDKAGWVJEAKBCGCJSKKKSLKWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/BertramMBSBBBBG24,
author = {Christof A. Bertram and
Christian Marzahl and
Alexander Bartel and
Jason Stayt and
Federico Bonsembiante and
Janet Beeler{-}Marfisi and
Ann K. Barton and
Ginevra Brocca and
Maria E. Gelain and
Agnes C. Gl{\"{a}}sel and
Kelly du Preez and
Kristina Weiler and
Christiane Weissenbacher{-}Lang and
Katharina Breininger and
Marc Aubreville and
Andreas K. Maier and
Robert Klopfleisch and
Jenny Hill},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Cytologic Scoring of Equine Exercise-induced Pulmonary Hemorrhage
- Performance of Human Experts and a 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 = {10},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_5},
doi = {10.1007/978-3-658-44037-4\_5},
timestamp = {Mon, 26 Feb 2024 10:39:04 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/BertramMBSBBBBG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/QiuWOSLHAB24,
author = {Jingna Qiu and
Frauke Wilm and
Mathias {\"{O}}ttl and
Maja Schlereth and
Chang Liu and
Tobias Heimann and
Marc Aubreville and
Katharina Breininger},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Adaptive Region Selection for Active Learning in Whole Slide
Image Semantic Segmentation},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {11},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_6},
doi = {10.1007/978-3-658-44037-4\_6},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/QiuWOSLHAB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/AmmelingHGDKBBA24,
author = {Jonas Ammeling and
Moritz Hecker and
Jonathan Ganz and
Taryn A. Donovan and
Robert Klopfleisch and
Christof A. Bertram and
Katharina Breininger and
Marc Aubreville},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Automated Mitotic Index Calculation via Deep Learning and Immunohistochemistry},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {123--128},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_37},
doi = {10.1007/978-3-658-44037-4\_37},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/AmmelingHGDKBBA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/AubrevilleWSBDJ24,
author = {Marc Aubreville and
Frauke Wilm and
Nikolas Stathonikos and
Katharina Breininger and
Taryn A. Donovan and
Samir Jabari and
Robert Klopfleisch and
Mitko Veta and
Jonathan Ganz and
Jonas Ammeling and
Paul J. van Diest and
Christof A. Bertram},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Comprehensive Multi-domain Dataset for Mitotic Figure 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 = {136},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_40},
doi = {10.1007/978-3-658-44037-4\_40},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/AubrevilleWSBDJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/GanzPAPKBBKA24,
author = {Jonathan Ganz and
Chlo{\'{e}} Puget and
Jonas Ammeling and
Eda Parlak and
Matti Kiupel and
Christof A. Bertram and
Katharina Breininger and
Robert Klopfleisch and
Marc Aubreville},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Assessment of Scanner Domain Shifts in Deep Multiple Instance 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 = {137--142},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_41},
doi = {10.1007/978-3-658-44037-4\_41},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/GanzPAPKBBKA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/AubrevillePSAGO24,
author = {Marc Aubreville and
Zhaoya Pan and
Matti Sievert and
Jonas Ammeling and
Jonathan Ganz and
Nicolai Oetter and
Florian Stelzle and
Ann{-}Kathrin Frenken and
Katharina Breininger and
Miguel Goncalves},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Few Shot Learning for the Classification of Confocal Laser Endomicroscopy
Images of Head and Neck Tumors},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {143--148},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_42},
doi = {10.1007/978-3-658-44037-4\_42},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/AubrevillePSAGO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PerniasRRPA24,
author = {Pablo Pernias and
Dominic Rampas and
Mats L. Richter and
Christopher Pal and
Marc Aubreville},
title = {W{\"{u}}rstchen: An Efficient Architecture for Large-Scale Text-to-Image
Diffusion Models},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=gU58d5QeGv},
timestamp = {Mon, 29 Jul 2024 16:19:40 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PerniasRRPA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/QiuAWOUSB24,
author = {Jingna Qiu and
Marc Aubreville and
Frauke Wilm and
Mathias {\"{O}}ttl and
Jonas Utz and
Maja Schlereth and
Katharina Breininger},
editor = {Marius George Linguraru and
Qi Dou and
Aasa Feragen and
Stamatia Giannarou and
Ben Glocker and
Karim Lekadir and
Julia A. Schnabel},
title = {Leveraging Image Captions for Selective Whole Slide Image Annotation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2024 - 27th International Conference, Marrakesh, Morocco, October
6-10, 2024, Proceedings, Part {XII}},
series = {Lecture Notes in Computer Science},
pages = {207--217},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-72390-2\_20},
doi = {10.1007/978-3-031-72390-2\_20},
timestamp = {Wed, 30 Oct 2024 20:33:34 +0100},
biburl = {https://dblp.org/rec/conf/miccai/QiuAWOUSB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/FickBA24,
author = {Rutger R. H. Fick and
Christof Bertram and
Marc Aubreville},
editor = {Ninon Burgos and
Caroline Petitjean and
Maria Vakalopoulou and
Stergios Christodoulidis and
Pierrick Coup{\'{e}} and
Herv{\'{e}} Delingette and
Carole Lartizien and
Diana Mateus},
title = {Improving CNN-Based Mitosis Detection through Rescanning Annotated
Glass Slides and Atypical Mitosis Subtyping},
booktitle = {Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France},
series = {Proceedings of Machine Learning Research},
pages = {452--464},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v250/fick24a.html},
timestamp = {Mon, 17 Mar 2025 07:57:06 +0100},
biburl = {https://dblp.org/rec/conf/midl/FickBA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-06169,
author = {Chlo{\'{e}} Puget and
Jonathan Ganz and
Julian Ostermaier and
Thomas Konrad and
Eda Parlak and
Christof Albert Bertram and
Matti Kiupel and
Katharina Breininger and
Marc Aubreville and
Robert Klopfleisch},
title = {Deep Learning model predicts the c-Kit-11 mutational status of canine
cutaneous mast cell tumors by {HE} stained histological slides},
journal = {CoRR},
volume = {abs/2401.06169},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06169},
doi = {10.48550/ARXIV.2401.06169},
eprinttype = {arXiv},
eprint = {2401.06169},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06169.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08276,
author = {Frauke Wilm and
Jonas Ammeling and
Mathias {\"{O}}ttl and
Rutger H. J. Fick and
Marc Aubreville and
Katharina Breininger},
title = {Rethinking U-net Skip Connections for Biomedical Image Segmentation},
journal = {CoRR},
volume = {abs/2402.08276},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08276},
doi = {10.48550/ARXIV.2402.08276},
eprinttype = {arXiv},
eprint = {2402.08276},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-12816,
author = {Jonathan Ganz and
Jonas Ammeling and
Samir Jabari and
Katharina Breininger and
Marc Aubreville},
title = {Re-identification from histopathology images},
journal = {CoRR},
volume = {abs/2403.12816},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.12816},
doi = {10.48550/ARXIV.2403.12816},
eprinttype = {arXiv},
eprint = {2403.12816},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-12816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-07676,
author = {Marc Aubreville and
Jonathan Ganz and
Jonas Ammeling and
Christopher C. Kaltenecker and
Christof A. Bertram},
title = {Model-based Cleaning of the {QUILT-1M} Pathology Dataset for Text-Conditional
Image Synthesis},
journal = {CoRR},
volume = {abs/2404.07676},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.07676},
doi = {10.48550/ARXIV.2404.07676},
eprinttype = {arXiv},
eprint = {2404.07676},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-07676.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-19899,
author = {Jonathan Ganz and
Christian Marzahl and
Jonas Ammeling and
Barbara Richter and
Chlo{\'{e}} Puget and
Daniela Denk and
Elena A. Demeter and
Flaviu A. Tabaran and
Gabriel Wasinger and
Karoline Lipnik and
Marco Tecilla and
Matthew J. Valentine and
Michael J. Dark and
Niklas Abele and
Pompei Bolfa and
Ramona Erber and
Robert Klopfleisch and
Sophie Merz and
Taryn A. Donovan and
Samir Jabari and
Christof A. Bertram and
Katharina Breininger and
Marc Aubreville},
title = {On the Value of {PHH3} for Mitotic Figure Detection on H{\&}E-stained
Images},
journal = {CoRR},
volume = {abs/2406.19899},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.19899},
doi = {10.48550/ARXIV.2406.19899},
eprinttype = {arXiv},
eprint = {2406.19899},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-19899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-06363,
author = {Jingna Qiu and
Marc Aubreville and
Frauke Wilm and
Mathias {\"{O}}ttl and
Jonas Utz and
Maja Schlereth and
Katharina Breininger},
title = {Leveraging image captions for selective whole slide image annotation},
journal = {CoRR},
volume = {abs/2407.06363},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.06363},
doi = {10.48550/ARXIV.2407.06363},
eprinttype = {arXiv},
eprint = {2407.06363},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-06363.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-09797,
author = {Frauke Wilm and
Mathias {\"{O}}ttl and
Marc Aubreville and
Katharina Breininger},
title = {Domain and Content Adaptive Convolutions for Cross-Domain Adenocarcinoma
Segmentation},
journal = {CoRR},
volume = {abs/2409.09797},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.09797},
doi = {10.48550/ARXIV.2409.09797},
eprinttype = {arXiv},
eprint = {2409.09797},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-09797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-00998,
author = {Emely Rosbach and
Jonathan Ganz and
Jonas Ammeling and
Andreas Riener and
Marc Aubreville},
title = {Automation Bias in AI-Assisted Medical Decision-Making under Time
Pressure in Computational Pathology},
journal = {CoRR},
volume = {abs/2411.00998},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.00998},
doi = {10.48550/ARXIV.2411.00998},
eprinttype = {arXiv},
eprint = {2411.00998},
timestamp = {Wed, 11 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-00998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-01007,
author = {Emely Rosbach and
Jonas Ammeling and
Sebastian Kr{\"{u}}gel and
Angelika Kie{\ss}ig and
Alexis Fritz and
Jonathan Ganz and
Chlo{\'{e}} Puget and
Taryn A. Donovan and
Andrea Klang and
Maximilian C. K{\"{o}}ller and
Pompei Bolfa and
Marco Tecilla and
Daniela Denk and
Matti Kiupel and
Georgios Paraschou and
Mun Keong Kok and
Alexander F. H. Haake and
Ronald R. de Krijger and
Andreas F.{-}P. Sonnen and
Tanit Kasantikul and
Gerry M. Dorrestein and
Rebecca C. Smedley and
Nikolas Stathonikos and
Matthias Uhl and
Christof A. Bertram and
Andreas Riener and
Marc Aubreville},
title = {When Two Wrongs Don't Make a Right" - Examining Confirmation
Bias and the Role of Time Pressure During Human-AI Collaboration in
Computational Pathology},
journal = {CoRR},
volume = {abs/2411.01007},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.01007},
doi = {10.48550/ARXIV.2411.01007},
eprinttype = {arXiv},
eprint = {2411.01007},
timestamp = {Sun, 01 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-01007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-06365,
author = {Jonathan Ganz and
Jonas Ammeling and
Emely Rosbach and
Ludwig Lausser and
Christof A. Bertram and
Katharina Breininger and
Marc Aubreville},
title = {Is Self-Supervision Enough? Benchmarking Foundation Models Against
End-to-End Training for Mitotic Figure Classification},
journal = {CoRR},
volume = {abs/2412.06365},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.06365},
doi = {10.48550/ARXIV.2412.06365},
eprinttype = {arXiv},
eprint = {2412.06365},
timestamp = {Wed, 15 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-06365.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/AubrevilleSBKHC23,
author = {Marc Aubreville and
Nikolas Stathonikos and
Christof A. Bertram and
Robert Klopfleisch and
Natalie D. ter Hoeve and
Francesco Ciompi and
Frauke Wilm and
Christian Marzahl and
Taryn A. Donovan and
Andreas K. Maier and
Jack Breen and
Nishant Ravikumar and
Youjin Chung and
Jinah Park and
Ramin Nateghi and
Fattaneh Pourakpour and
Rutger H. J. Fick and
Saima Ben Hadj and
Mostafa Jahanifar and
Adam Shephard and
Jakob Dexl and
Thomas Wittenberg and
Satoshi Kondo and
Maxime W. Lafarge and
Viktor H. Koelzer and
Jingtang Liang and
Yubo Wang and
Xi Long and
Jingxin Liu and
Salar Razavi and
April Khademi and
Sen Yang and
Xiyue Wang and
Ramona Erber and
Andrea Klang and
Karoline Lipnik and
Pompei Bolfa and
Michael J. Dark and
Gabriel Wasinger and
Mitko Veta and
Katharina Breininger},
title = {Mitosis domain generalization in histopathology images - The {MIDOG}
challenge},
journal = {Medical Image Anal.},
volume = {84},
pages = {102699},
year = {2023},
url = {https://doi.org/10.1016/j.media.2022.102699},
doi = {10.1016/J.MEDIA.2022.102699},
timestamp = {Wed, 07 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/AubrevilleSBKHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/AubrevilleSBKHC23,
author = {Marc Aubreville and
Nikolas Stathonikos and
Christof A. Bertram and
Robert Klopfleisch and
Natalie D. ter Hoeve and
Francesco Ciompi and
Frauke Wilm and
Christian Marzahl and
Taryn A. Donovan and
Andreas K. Maier and
Mitko Veta and
Katharina Breininger},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: the {MIDOG} Challenge 2021 - Mitosis Domain Generalization
in Histopathology 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 = {115},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_26},
doi = {10.1007/978-3-658-41657-7\_26},
timestamp = {Mon, 13 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/AubrevilleSBKHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/LausserBKA23,
author = {Ludwig Maximilian Lausser and
Christof A. Bertram and
Robert Klopfleisch and
Marc Aubreville},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Limits of Human Expert Ensembles in Mitosis Multi-expert Ground Truth
Generation},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
pages = {116--121},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_27},
doi = {10.1007/978-3-658-41657-7\_27},
timestamp = {Wed, 15 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/LausserBKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/AubrevilleGADFB23,
author = {Marc Aubreville and
Jonathan Ganz and
Jonas Ammeling and
Taryn A. Donovan and
Rutger H. J. Fick and
Katharina Breininger and
Christof A. Bertram},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Deep Learning-based Subtyping of Atypical and Normal Mitoses using
a Hierarchical Anchor-free Object Detector},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
pages = {189--195},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_40},
doi = {10.1007/978-3-658-41657-7\_40},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/AubrevilleGADFB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/WilmFMQPDBKMBA23,
author = {Frauke Wilm and
Marco Fragoso and
Christian Marzahl and
Jingna Qiu and
Chlo{\'{e}} Puget and
Laura Diehl and
Christof A. Bertram and
Robert Klopfleisch and
Andreas K. Maier and
Katharina Breininger and
Marc Aubreville},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: Pan-tumor CAnine CuTaneous Cancer Histology {(CATCH)} Dataset},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
pages = {205},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_45},
doi = {10.1007/978-3-658-41657-7\_45},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/WilmFMQPDBKMBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/WilmFBSOQKMBA23,
author = {Frauke Wilm and
Marco Fragoso and
Christof A. Bertram and
Nikolas Stathonikos and
Mathias {\"{O}}ttl and
Jingna Qiu and
Robert Klopfleisch and
Andreas K. Maier and
Katharina Breininger and
Marc Aubreville},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Multi-scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology
Dataset},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
pages = {206--211},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_46},
doi = {10.1007/978-3-658-41657-7\_46},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/WilmFBSOQKMBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/AmmelingSGNB0BA23,
author = {Jonas Ammeling and
Lars{-}Henning Schmidt and
Jonathan Ganz and
Tanja Niedermair and
Christoph Brochhausen{-}Delius and
Christian Schulz and
Katharina Breininger and
Marc Aubreville},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Attention-based Multiple Instance Learning for Survival Prediction
on Lung Cancer Tissue Microarrays},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
pages = {220--225},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_48},
doi = {10.1007/978-3-658-41657-7\_48},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/AmmelingSGNB0BA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/GanzLARPPDKDKBB23,
author = {Jonathan Ganz and
Karoline Lipnik and
Jonas Ammeling and
Barbara Richter and
Chlo{\'{e}} Puget and
Eda Parlak and
Laura Diehl and
Robert Klopfleisch and
Taryn A. Donovan and
Matti Kiupel and
Christof A. Bertram and
Katharina Breininger and
Marc Aubreville},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Deep Learning-based Automatic Assessment of AgNOR-scores in Histopathology
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 = {226--231},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_49},
doi = {10.1007/978-3-658-41657-7\_49},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/GanzLARPPDKDKBB23.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
Sen Yang and
Y. Yang and
Zixuan 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 = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/EisenmannRWTIAA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/WilmFBSOQKMAB23,
author = {Frauke Wilm and
Marco Fragoso and
Christof A. Bertram and
Nikolas Stathonikos and
Mathias {\"{O}}ttl and
Jingna Qiu and
Robert Klopfleisch and
Andreas Maier and
Marc Aubreville and
Katharina Breininger},
title = {Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation
Learning in Histopathology},
booktitle = {20th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2023, Cartagena, Colombia, April 18-21, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISBI53787.2023.10230458},
doi = {10.1109/ISBI53787.2023.10230458},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/WilmFBSOQKMAB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mc/AmmelingMKKUKFG23,
author = {Jonas Ammeling and
Carina Manger and
Elias Kwaka and
Sebastian Kr{\"{u}}gel and
Matthias Uhl and
Angelika Kie{\ss}ig and
Alexis Fritz and
Jonathan Ganz and
Andreas Riener and
Christof A. Bertram and
Katharina Breininger and
Marc Aubreville},
editor = {Markus Stolze and
Frieder Loch and
Matthias Baldauf and
Florian Alt and
Christina Schneegass and
Thomas Kosch and
Teresa Hirzle and
Shadan Sadeghian and
Fiona Draxler and
Kenan Bektas and
Katrin S. Lohan and
Pascal Knierim},
title = {Appealing but Potentially Biasing - Investigation of the Visual Representation
of Segmentation Predictions by {AI} Recommender Systems for Medical
Decision Making},
booktitle = {Mensch und Computer 2023, MuC 2023, Rapperswil, Switzerland, September
3-6, 2023},
pages = {330--335},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3603555.3608561},
doi = {10.1145/3603555.3608561},
timestamp = {Sun, 19 Jan 2025 13:31:59 +0100},
biburl = {https://dblp.org/rec/conf/mc/AmmelingMKKUKFG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/QiuWOSLHAB23,
author = {Jingna Qiu and
Frauke Wilm and
Mathias {\"{O}}ttl and
Maja Schlereth and
Chang Liu and
Tobias Heimann and
Marc Aubreville and
Katharina Breininger},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu E. Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {Adaptive Region Selection for Active Learning in Whole Slide Image
Semantic Segmentation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
pages = {90--100},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43895-0\_9},
doi = {10.1007/978-3-031-43895-0\_9},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/QiuWOSLHAB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2022midog,
editor = {Bin Sheng and
Marc Aubreville},
title = {Mitosis Domain Generalization and Diabetic Retinopathy Analysis -
{MICCAI} Challenges {MIDOG} 2022 and {DRAC} 2022, Held in Conjunction
with {MICCAI} 2022, Singapore, September 18-22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13597},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33658-4},
doi = {10.1007/978-3-031-33658-4},
isbn = {978-3-031-33657-7},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2022midog.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/WilmFBSKMBA23,
author = {Frauke Wilm and
Marco Fragoso and
Christof A. Bertram and
Nikolas Stathonikos and
Robert Klopfleisch and
Andreas Maier and
Katharina Breininger and
Marc Aubreville},
title = {Multi-Scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology
Dataset (Version 1)},
publisher = {Zenodo},
year = {2023},
month = jan,
howpublished = {\url{https://doi.org/10.5281/zenodo.7418555}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.5281/zenodo.7418555},
doi = {10.5281/ZENODO.7418555},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/WilmFBSKMBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/WilmIMTPKSAMMB23,
author = {Frauke Wilm and
Christian Ihling and
Gabor Mehes and
Luigi Terracciano and
Chlo{\'{e}} Puget and
Robert Klopfleisch and
Peter J. Sch{\"{u}}ffler and
Marc Aubreville and
Andreas Maier and
Thomas Mrowiec and
Katharina Breininger},
title = {Pan-Tumor T-Lymphocyte Detection Dataset (Version 1)},
publisher = {Zenodo},
year = {2023},
month = feb,
howpublished = {\url{https://doi.org/10.5281/zenodo.7500843}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.5281/zenodo.7500843},
doi = {10.5281/ZENODO.7500843},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/WilmIMTPKSAMMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-04423,
author = {Frauke Wilm and
Marco Fragoso and
Christof A. Bertram and
Nikolas Stathonikos and
Mathias {\"{O}}ttl and
Jingna Qiu and
Robert Klopfleisch and
Andreas K. Maier and
Katharina Breininger and
Marc Aubreville},
title = {Multi-Scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology
Dataset},
journal = {CoRR},
volume = {abs/2301.04423},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.04423},
doi = {10.48550/ARXIV.2301.04423},
eprinttype = {arXiv},
eprint = {2301.04423},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-04423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-17719,
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
Ali 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
et al.},
title = {Why is the winner the best?},
journal = {CoRR},
volume = {abs/2303.17719},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.17719},
doi = {10.48550/ARXIV.2303.17719},
eprinttype = {arXiv},
eprint = {2303.17719},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-17719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00637,
author = {Pablo Pernias and
Dominic Rampas and
Marc Aubreville},
title = {Wuerstchen: Efficient Pretraining of Text-to-Image Models},
journal = {CoRR},
volume = {abs/2306.00637},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.00637},
doi = {10.48550/ARXIV.2306.00637},
eprinttype = {arXiv},
eprint = {2306.00637},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-00637.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-07168,
author = {Jingna Qiu and
Frauke Wilm and
Mathias {\"{O}}ttl and
Maja Schlereth and
Chang Liu and
Tobias Heimann and
Marc Aubreville and
Katharina Breininger},
title = {Adaptive Region Selection for Active Learning in Whole Slide Image
Semantic Segmentation},
journal = {CoRR},
volume = {abs/2307.07168},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.07168},
doi = {10.48550/ARXIV.2307.07168},
eprinttype = {arXiv},
eprint = {2307.07168},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-07168.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-15031,
author = {Andreas Haghofer and
Eda Parlak and
Alexander Bartel and
Taryn A. Donovan and
Charles{-}Antoine Assenmacher and
Pompei Bolfa and
Michael J. Dark and
Andrea Fuchs{-}Baumgartinger and
Andrea Klang and
Kathrin J{\"{a}}ger and
Robert Klopfleisch and
Sophie Merz and
Barbara Richter and
F. Yvonne Schulman and
Jonathan Ganz and
Josef Scharinger and
Marc Aubreville and
Stephan M. Winkler and
Matti Kiupel and
Christof A. Bertram},
title = {Nuclear Morphometry using a Deep Learning-based Algorithm has Prognostic
Relevance for Canine Cutaneous Mast Cell Tumors},
journal = {CoRR},
volume = {abs/2309.15031},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.15031},
doi = {10.48550/ARXIV.2309.15031},
eprinttype = {arXiv},
eprint = {2309.15031},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-15031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-15589,
author = {Marc Aubreville and
Nikolas Stathonikos and
Taryn A. Donovan and
Robert Klopfleisch and
Jonathan Ganz and
Jonas Ammeling and
Frauke Wilm and
Mitko Veta and
Samir Jabari and
Markus Eckstein and
Jonas Annuscheit and
Christian Krumnow and
Engin Bozaba and
Sercan Cayir and
Hongyan Gu and
Xiang 'Anthony' Chen and
Mostafa Jahanifar and
Adam Shephard and
Satoshi Kondo and
Satoshi Kasai and
Sujatha Kotte and
VG Saipradeep and
Maxime W. Lafarge and
Viktor H. Koelzer and
Ziyue Wang and
Yongbing Zhang and
Sen Yang and
Xiyue Wang and
Katharina Breininger and
Christof A. Bertram},
title = {Domain generalization across tumor types, laboratories, and species
- insights from the 2022 edition of the Mitosis Domain Generalization
Challenge},
journal = {CoRR},
volume = {abs/2309.15589},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.15589},
doi = {10.48550/ARXIV.2309.15589},
eprinttype = {arXiv},
eprint = {2309.15589},
timestamp = {Tue, 24 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-15589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-07216,
author = {Marc Aubreville and
Zhaoya Pan and
Matti Sievert and
Jonas Ammeling and
Jonathan Ganz and
Nicolai Oetter and
Florian Stelzle and
Ann{-}Kathrin Frenken and
Katharina Breininger and
Miguel Goncalves},
title = {Few Shot Learning for the Classification of Confocal Laser Endomicroscopy
Images of Head and Neck Tumors},
journal = {CoRR},
volume = {abs/2311.07216},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.07216},
doi = {10.48550/ARXIV.2311.07216},
eprinttype = {arXiv},
eprint = {2311.07216},
timestamp = {Wed, 15 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-07216.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-08949,
author = {Jonas Ammeling and
Moritz Hecker and
Jonathan Ganz and
Taryn A. Donovan and
Christof A. Bertram and
Katharina Breininger and
Marc Aubreville},
title = {Automated Volume Corrected Mitotic Index Calculation Through Annotation-Free
Deep Learning using Immunohistochemistry as Reference Standard},
journal = {CoRR},
volume = {abs/2311.08949},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.08949},
doi = {10.48550/ARXIV.2311.08949},
eprinttype = {arXiv},
eprint = {2311.08949},
timestamp = {Thu, 23 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-08949.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AmmelingWGBA22,
author = {Jonas Ammeling and
Frauke Wilm and
Jonathan Ganz and
Katharina Breininger and
Marc Aubreville},
editor = {Bin Sheng and
Marc Aubreville},
title = {Reference Algorithms for the Mitosis Domain Generalization {(MIDOG)}
2022 Challenge},
booktitle = {Mitosis Domain Generalization and Diabetic Retinopathy Analysis -
{MICCAI} Challenges {MIDOG} 2022 and {DRAC} 2022, Held in Conjunction
with {MICCAI} 2022, Singapore, September 18-22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
pages = {201--205},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-33658-4\_19},
doi = {10.1007/978-3-031-33658-4\_19},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/AmmelingWGBA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2021midog,
editor = {Marc Aubreville and
David Zimmerer and
Mattias P. Heinrich},
title = {Biomedical Image Registration, Domain Generalisation and Out-of-Distribution
Analysis - {MICCAI} 2021 Challenges: {MIDOG} 2021, {MOOD} 2021, and
Learn2Reg 2021, Held in Conjunction with {MICCAI} 2021, Strasbourg,
France, September 27 - October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13166},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-97281-3},
doi = {10.1007/978-3-030-97281-3},
isbn = {978-3-030-97280-6},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2021midog.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-11446,
author = {Frauke Wilm and
Marco Fragoso and
Christian Marzahl and
Jingna Qiu and
Christof A. Bertram and
Robert Klopfleisch and
Andreas K. Maier and
Katharina Breininger and
Marc Aubreville},
title = {Pan-Tumor CAnine cuTaneous Cancer Histology {(CATCH)} Dataset},
journal = {CoRR},
volume = {abs/2201.11446},
year = {2022},
url = {https://arxiv.org/abs/2201.11446},
eprinttype = {arXiv},
eprint = {2201.11446},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-11446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-03742,
author = {Marc Aubreville and
Nikolas Stathonikos and
Christof A. Bertram and
Robert Klopfleisch and
Natalie D. ter Hoeve and
Francesco Ciompi and
Frauke Wilm and
Christian Marzahl and
Taryn A. Donovan and
Andreas K. Maier and
Jack Breen and
Nishant Ravikumar and
Youjin Chung and
Jinah Park and
Ramin Nateghi and
Fattaneh Pourakpour and
Rutger H. J. Fick and
Saima Ben Hadj and
Mostafa Jahanifar and
Nasir M. Rajpoot and
Jakob Dexl and
Thomas Wittenberg and
Satoshi Kondo and
Maxime W. Lafarge and
Viktor H. Koelzer and
Jingtang Liang and
Yubo Wang and
Xi Long and
Jingxin Liu and
Salar Razavi and
April Khademi and
Sen Yang and
Xiyue Wang and
Mitko Veta and
Katharina Breininger},
title = {Mitosis domain generalization in histopathology images - The {MIDOG}
challenge},
journal = {CoRR},
volume = {abs/2204.03742},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.03742},
doi = {10.48550/ARXIV.2204.03742},
eprinttype = {arXiv},
eprint = {2204.03742},
timestamp = {Fri, 09 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-03742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-07292,
author = {Dominic Rampas and
Pablo Pernias and
Elea Zhong and
Marc Aubreville},
title = {Fast Text-Conditional Discrete Denoising on Vector-Quantized Latent
Spaces},
journal = {CoRR},
volume = {abs/2211.07292},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.07292},
doi = {10.48550/ARXIV.2211.07292},
eprinttype = {arXiv},
eprint = {2211.07292},
timestamp = {Wed, 16 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-07292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-16141,
author = {Frauke Wilm and
Marco Fragoso and
Christof A. Bertram and
Nikolas Stathonikos and
Mathias {\"{O}}ttl and
Jingna Qiu and
Robert Klopfleisch and
Andreas K. Maier and
Marc Aubreville and
Katharina Breininger},
title = {Mind the Gap: Scanner-induced domain shifts pose challenges for representation
learning in histopathology},
journal = {CoRR},
volume = {abs/2211.16141},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.16141},
doi = {10.48550/ARXIV.2211.16141},
eprinttype = {arXiv},
eprint = {2211.16141},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-16141.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05900,
author = {Marc Aubreville and
Jonathan Ganz and
Jonas Ammeling and
Taryn A. Donovan and
Rutger H. J. Fick and
Katharina Breininger and
Christof A. Bertram},
title = {Deep learning-based Subtyping of Atypical and Normal Mitoses using
a Hierarchical Anchor-Free Object Detector},
journal = {CoRR},
volume = {abs/2212.05900},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.05900},
doi = {10.48550/ARXIV.2212.05900},
eprinttype = {arXiv},
eprint = {2212.05900},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-05900.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-07721,
author = {Jonathan Ganz and
Karoline Lipnik and
Jonas Ammeling and
Barbara Richter and
Chlo{\'{e}} Puget and
Eda Parlak and
Laura Diehl and
Robert Klopfleisch and
Taryn A. Donovan and
Matti Kiupel and
Christof A. Bertram and
Katharina Breininger and
Marc Aubreville},
title = {Deep Learning-Based Automatic Assessment of AgNOR-scores in Histopathology
Images},
journal = {CoRR},
volume = {abs/2212.07721},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.07721},
doi = {10.48550/ARXIV.2212.07721},
eprinttype = {arXiv},
eprint = {2212.07721},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-07721.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-07724,
author = {Jonas Ammeling and
Lars{-}Henning Schmidt and
Jonathan Ganz and
Tanja Niedermair and
Christoph Brochhausen{-}Delius and
Christian Schulz and
Katharina Breininger and
Marc Aubreville},
title = {Attention-based Multiple Instance Learning for Survival Prediction
on Lung Cancer Tissue Microarrays},
journal = {CoRR},
volume = {abs/2212.07724},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.07724},
doi = {10.48550/ARXIV.2212.07724},
eprinttype = {arXiv},
eprint = {2212.07724},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-07724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/MarzahlABSJBFBE21,
author = {Christian Marzahl and
Marc Aubreville and
Christof A. Bertram and
Jason Stayt and
Anne{-}Katherine Jasensky and
Florian Bartenschlager and
Marco Fragoso and
Ann K. Barton and
Svenja Elsemann and
Samir Jabari and
Jens Krauth and
Prathmesh Madhu and
J{\"{o}}rn Voigt and
Jenny Hill and
Robert Klopfleisch and
Andreas Maier},
editor = {Christoph Palm and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Abstract: Deep Learning-based Quantification of Pulmonary Hemosiderophages
in Cytology Slides},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2021 - Proceedings, German
Workshop on Medical Image Computing, Regensburg, March 7-9, 2021},
series = {Informatik Aktuell},
pages = {48},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-658-33198-6\_13},
doi = {10.1007/978-3-658-33198-6\_13},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/MarzahlABSJBFBE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/BertramDTBFWMB021,
author = {Christof A. Bertram and
Taryn A. Donovan and
Marco Tecilla and
Florian Bartenschlager and
Marco Fragoso and
Frauke Wilm and
Christian Marzahl and
Katharina Breininger and
Andreas Maier and
Robert Klopfleisch and
Marc Aubreville},
editor = {Christoph Palm and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Dataset on Bi- and Multi-nucleated Tumor Cells in Canine Cutaneous
Mast Cell Tumors},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2021 - Proceedings, German
Workshop on Medical Image Computing, Regensburg, March 7-9, 2021},
series = {Informatik Aktuell},
pages = {134--139},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-658-33198-6\_33},
doi = {10.1007/978-3-658-33198-6\_33},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/BertramDTBFWMB021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/MarzahlBWVBKBMA21,
author = {Christian Marzahl and
Christof A. Bertram and
Frauke Wilm and
J{\"{o}}rn Voigt and
Ann K. Barton and
Robert Klopfleisch and
Katharina Breininger and
Andreas Maier and
Marc Aubreville},
editor = {Christoph Palm and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Cell Detection for Asthma on Partially Annotated Whole Slide Images
- Learning to be {EXACT}},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2021 - Proceedings, German
Workshop on Medical Image Computing, Regensburg, March 7-9, 2021},
series = {Informatik Aktuell},
pages = {147--152},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-658-33198-6\_36},
doi = {10.1007/978-3-658-33198-6\_36},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/MarzahlBWVBKBMA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/AubrevilleBDMMK21,
author = {Marc Aubreville and
Christof A. Bertram and
Taryn A. Donovan and
Christian Marzahl and
Andreas Maier and
Robert Klopfleisch},
editor = {Christoph Palm and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Abstract: {A} Completely Annotated Whole Slide Image Dataset of Canine
Breast Cancer to Aid Human Breast Cancer Research},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2021 - Proceedings, German
Workshop on Medical Image Computing, Regensburg, March 7-9, 2021},
series = {Informatik Aktuell},
pages = {198},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-658-33198-6\_48},
doi = {10.1007/978-3-658-33198-6\_48},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/AubrevilleBDMMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/WilmBMBDABBCCDD21,
author = {Frauke Wilm and
Christof A. Bertram and
Christian Marzahl and
Alexander Bartel and
Taryn A. Donovan and
Charles{-}Antoine Assenmacher and
Kathrin Becker and
Mark Bennett and
Sarah Corner and
Brieuc Cossic and
Daniela Denk and
Martina Dettwiler and
Beatriz Garcia Gonzalez and
Corinne Gurtner and
Annabelle Heier and
Annika Lehmbecker and
Sophie Merz and
Stephanie Plog and
Anja Schmidt and
Franziska Sebastian and
Rebecca C. Smedley and
Marco Tecilla and
Tuddow Thaiwong and
Katharina Breininger and
Matti Kiupel and
Andreas Maier and
Robert Klopfleisch and
Marc Aubreville},
editor = {Christoph Palm and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Influence of Inter-Annotator Variability on Automatic Mitotic Figure
Assessment},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2021 - Proceedings, German
Workshop on Medical Image Computing, Regensburg, March 7-9, 2021},
series = {Informatik Aktuell},
pages = {241--246},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-658-33198-6\_56},
doi = {10.1007/978-3-658-33198-6\_56},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/WilmBMBDABBCCDD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/AubrevilleBMGDS21,
author = {Marc Aubreville and
Christof A. Bertram and
Christian Marzahl and
Corinne Gurtner and
Martina Dettwiler and
Anja Schmidt and
Florian Bartenschlager and
Sophie Merz and
Marco Fragoso and
Olivia Kershaw and
Robert Klopfleisch and
Andreas Maier},
editor = {Christoph Palm and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Abstract: Deep Learning Algorithms Out-perform Veterinary Pathologists
in Detecting the Mitotically Most Active Tumor Region},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2021 - Proceedings, German
Workshop on Medical Image Computing, Regensburg, March 7-9, 2021},
series = {Informatik Aktuell},
pages = {260},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-658-33198-6\_60},
doi = {10.1007/978-3-658-33198-6\_60},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/AubrevilleBMGDS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/MarzahlBAPWGFMB21,
author = {Christian Marzahl and
Christof A. Bertram and
Marc Aubreville and
Anne Petrick and
Kristina Weiler and
Agnes C. Gl{\"{a}}sel and
Marco Fragoso and
Sophie Merz and
Florian Bartenschlager and
Judith Hoppe and
Alina Langenhagen and
Anne{-}Katherine Jasensky and
J{\"{o}}rn Voigt and
Robert Klopfleisch and
Andreas Maier},
editor = {Christoph Palm and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Klaus H. Maier{-}Hein and
Thomas Tolxdorff},
title = {Abstract: Are Fast Labeling Methods Reliable? - {A} Case Study of
Computer-aided Expert Annotations on Microscopy Slides},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2021 - Proceedings, German
Workshop on Medical Image Computing, Regensburg, March 7-9, 2021},
series = {Informatik Aktuell},
pages = {296},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-658-33198-6\_71},
doi = {10.1007/978-3-658-33198-6\_71},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/MarzahlBAPWGFMB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/GanzKHBHMBBJA21,
author = {Jonathan Ganz and
Tobias Kirsch and
Lucas Hoffmann and
Christof A. Bertram and
Christoph Hoffmann and
Andreas K. Maier and
Katharina Breininger and
Ingmar Bl{\"{u}}mcke and
Samir Jabari and
Marc Aubreville},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {Automatic and explainable grading of meningiomas from histopathology
images},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
pages = {69--80},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/ganz21a.html},
timestamp = {Thu, 22 Sep 2022 19:27:15 +0200},
biburl = {https://dblp.org/rec/conf/compay/GanzKHBHMBBJA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compay/MarzahlWFTPBKVK21,
author = {Christian Marzahl and
Frauke Wilm and
Franz F. Dressler and
Lars Tharun and
Sven Perner and
Christof A. Bertram and
Christine Kr{\"{o}}ger and
J{\"{o}}rn Voigt and
Robert Klopfleisch and
Andreas K. Maier and
Marc Aubreville and
Katharina Breininger},
editor = {Manfredo Atzori and
Nikolay Burlutskiy and
Francesco Ciompi and
Zhang Li and
Fayyaz A. Minhas and
Henning M{\"{u}}ller and
Tingying Peng and
Nasir M. Rajpoot and
Ben Torben{-}Nielsen and
Jeroen van der Laak and
Mitko Veta and
Yinyin Yuan and
Inti Zlobec},
title = {Robust Quad-Tree based Registration on Whole Slide Images},
booktitle = {{MICCAI} Workshop on Computational Pathology, COMPAY@MICCAI 2021,
27 September 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
pages = {181--190},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v156/marzahl21a.html},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compay/MarzahlWFTPBKVK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/TheelkeWMBKMAB21,
author = {Luisa Theelke and
Frauke Wilm and
Christian Marzahl and
Christof A. Bertram and
Robert Klopfleisch and
Andreas Maier and
Marc Aubreville and
Katharina Breininger},
title = {Iterative Cross-Scanner Registration for Whole Slide Images},
booktitle = {{IEEE/CVF} International Conference on Computer Vision Workshops,
{ICCVW} 2021, Montreal, QC, Canada, October 11-17, 2021},
pages = {582--590},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCVW54120.2021.00071},
doi = {10.1109/ICCVW54120.2021.00071},
timestamp = {Wed, 16 Oct 2024 17:46:29 +0200},
biburl = {https://dblp.org/rec/conf/iccvw/TheelkeWMBKMAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WilmMBA21,
author = {Frauke Wilm and
Christian Marzahl and
Katharina Breininger and
Marc Aubreville},
editor = {Marc Aubreville and
David Zimmerer and
Mattias P. Heinrich},
title = {Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis
DOmain Generalization Challenge},
booktitle = {Biomedical Image Registration, Domain Generalisation and Out-of-Distribution
Analysis - {MICCAI} 2021 Challenges: {MIDOG} 2021, {MOOD} 2021, and
Learn2Reg 2021, Held in Conjunction with {MICCAI} 2021, Strasbourg,
France, September 27 - October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
pages = {5--13},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-97281-3\_1},
doi = {10.1007/978-3-030-97281-3\_1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/WilmMBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-01445,
author = {Christof A. Bertram and
Taryn A. Donovan and
Marco Tecilla and
Florian Bartenschlager and
Marco Fragoso and
Frauke Wilm and
Christian Marzahl and
Katharina Breininger and
Andreas Maier and
Robert Klopfleisch and
Marc Aubreville},
title = {Dataset on Bi- and Multi-Nucleated Tumor Cells in Canine Cutaneous
Mast Cell Tumors},
journal = {CoRR},
volume = {abs/2101.01445},
year = {2021},
url = {https://arxiv.org/abs/2101.01445},
eprinttype = {arXiv},
eprint = {2101.01445},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-01445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-04943,
author = {Christian Marzahl and
Christof A. Bertram and
Frauke Wilm and
J{\"{o}}rn Voigt and
Ann K. Barton and
Robert Klopfleisch and
Katharina Breininger and
Andreas Maier and
Marc Aubreville},
title = {Learning to be EXACT, Cell Detection for Asthma on Partially Annotated
Whole Slide Images},
journal = {CoRR},
volume = {abs/2101.04943},
year = {2021},
url = {https://arxiv.org/abs/2101.04943},
eprinttype = {arXiv},
eprint = {2101.04943},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-04943.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-16515,
author = {Marc Aubreville and
Christof Bertram and
Mitko Veta and
Robert Klopfleisch and
Nikolas Stathonikos and
Katharina Breininger and
Natalie D. ter Hoeve and
Francesco Ciompi and
Andreas Maier},
title = {Quantifying the Scanner-Induced Domain Gap in Mitosis Detection},
journal = {CoRR},
volume = {abs/2103.16515},
year = {2021},
url = {https://arxiv.org/abs/2103.16515},
eprinttype = {arXiv},
eprint = {2103.16515},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-16515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-08850,
author = {Jonathan Ganz and
Tobias Kirsch and
Lucas Hoffmann and
Christof A. Bertram and
Christoph Hoffmann and
Andreas Maier and
Katharina Breininger and
Ingmar Bl{\"{u}}mcke and
Samir Jabari and
Marc Aubreville},
title = {Automatic and explainable grading of meningiomas from histopathology
images},
journal = {CoRR},
volume = {abs/2107.08850},
year = {2021},
url = {https://arxiv.org/abs/2107.08850},
eprinttype = {arXiv},
eprint = {2107.08850},
timestamp = {Thu, 22 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-08850.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-08529,
author = {Christian Marzahl and
Jenny Hill and
Jason Stayt and
Dorothee Bienzle and
Lutz Welker and
Frauke Wilm and
J{\"{o}}rn Voigt and
Marc Aubreville and
Andreas K. Maier and
Robert Klopfleisch and
Katharina Breininger and
Christof A. Bertram},
title = {Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages
in equine, human and feline specimens},
journal = {CoRR},
volume = {abs/2108.08529},
year = {2021},
url = {https://arxiv.org/abs/2108.08529},
eprinttype = {arXiv},
eprint = {2108.08529},
timestamp = {Mon, 23 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-08529.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11269,
author = {Frauke Wilm and
Katharina Breininger and
Marc Aubreville},
title = {Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis
DOmain Generalization {(MIDOG)} Challenge},
journal = {CoRR},
volume = {abs/2108.11269},
year = {2021},
url = {https://arxiv.org/abs/2108.11269},
eprinttype = {arXiv},
eprint = {2108.11269},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-11269.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Aubreville20,
author = {Marc Aubreville},
title = {Computergest{\"{u}}tzte Tumordiagnose von Mikroskopiebildern
(Computer-Aided Tumor Diagnosis of Microscopy Images)},
school = {University of Erlangen-Nuremberg, Germany},
year = {2020},
url = {https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/13755},
urn = {urn:nbn:de:bvb:29-opus4-137551},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Aubreville20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/AubrevilleBJMKM20,
author = {Marc Aubreville and
Christof A. Bertram and
Samir Jabari and
Christian Marzahl and
Robert Klopfleisch and
Andreas K. Maier},
editor = {Thomas Tolxdorff and
Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm},
title = {Inter-Species, Inter-Tissue Domain Adaptation for Mitotic Figure Assessment},
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 = {1--7},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-658-29267-6\_1},
doi = {10.1007/978-3-658-29267-6\_1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/AubrevilleBJMKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/MarzahlABGMVHKM20,
author = {Christian Marzahl and
Marc Aubreville and
Christof A. Bertram and
Stefan Gerlach and
Jennifer Maier and
J{\"{o}}rn Voigt and
Jenny Hill and
Robert Klopfleisch and
Andreas K. Maier},
editor = {Thomas Tolxdorff and
Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm},
title = {Is Crowd-Algorithm Collaboration an Advanced Alternative to Crowd-Sourcing
on Cytology Slides?},
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 = {26--31},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-658-29267-6\_5},
doi = {10.1007/978-3-658-29267-6\_5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/MarzahlABGMVHKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/BertramAMMK20,
author = {Christof A. Bertram and
Marc Aubreville and
Christian Marzahl and
Andreas K. Maier and
Robert Klopfleisch},
editor = {Thomas Tolxdorff and
Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm},
title = {Abstract: How Big is Big Enough?},
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 = {293},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-658-29267-6\_65},
doi = {10.1007/978-3-658-29267-6\_65},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/BertramAMMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SchroterREAM20,
author = {Hendrik Schr{\"{o}}ter and
Tobias Rosenkranz and
Alberto N. Escalante{-}B. and
Marc Aubreville and
Andreas K. Maier},
title = {{CLCNET:} Deep Learning-Based Noise Reduction for Hearing aids using
Complex Linear Coding},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {6949--6953},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053563},
doi = {10.1109/ICASSP40776.2020.9053563},
timestamp = {Thu, 23 Jul 2020 16:19:28 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SchroterREAM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MarzahlBAPWGFMB20,
author = {Christian Marzahl and
Christof A. Bertram and
Marc Aubreville and
Anne Petrick and
Kristina Weiler and
Agnes C. Gl{\"{a}}sel and
Marco Fragoso and
Sophie Merz and
Florian Bartenschlager and
Judith Hoppe and
Alina Langenhagen and
Anne{-}Katherine Jasensky and
J{\"{o}}rn Voigt and
Robert Klopfleisch and
Andreas Maier},
editor = {Anne L. Martel and
Purang Abolmaesumi and
Danail Stoyanov and
Diana Mateus and
Maria A. Zuluaga and
S. Kevin Zhou and
Daniel Racoceanu and
Leo Joskowicz},
title = {Are Fast Labeling Methods Reliable? {A} Case Study of Computer-Aided
Expert Annotations on Microscopy Slides},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
pages = {24--32},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59710-8\_3},
doi = {10.1007/978-3-030-59710-8\_3},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/MarzahlBAPWGFMB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BertramVMSMKA20a,
author = {Christof A. Bertram and
Mitko Veta and
Christian Marzahl and
Nikolas Stathonikos and
Andreas K. Maier and
Robert Klopfleisch and
Marc Aubreville},
editor = {Jaime S. Cardoso and
Hien Van Nguyen and
Nicholas Heller and
Pedro Henriques Abreu and
Ivana Isgum and
Wilson Silva and
Ricardo P. M. Cruz and
Jos{\'{e}} Pereira Amorim and
Vishal Patel and
Badri Roysam and
S. Kevin Zhou and
Steve B. Jiang and
Ngan Le and
Khoa Luu and
Raphael Sznitman and
Veronika Cheplygina and
Diana Mateus and
Emanuele Trucco and
Samaneh Abbasi{-}Sureshjani},
title = {Are Pathologist-Defined Labels Reproducible? Comparison of the {TUPAC16}
Mitotic Figure Dataset with an Alternative Set of Labels},
booktitle = {Interpretable and Annotation-Efficient Learning for Medical Image
Computing - Third International Workshop, iMIMIC 2020, Second International
Workshop, {MIL3ID} 2020, and 5th International Workshop, {LABELS}
2020, Held in Conjunction with {MICCAI} 2020, Lima, Peru, October
4-8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
pages = {204--213},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61166-8\_22},
doi = {10.1007/978-3-030-61166-8\_22},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BertramVMSMKA20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-10218,
author = {Hendrik Schr{\"{o}}ter and
Tobias Rosenkranz and
Alberto N. Escalante{-}B. and
Marc Aubreville and
Andreas K. Maier},
title = {CLCNet: Deep learning-based Noise Reduction for Hearing Aids using
Complex Linear Coding},
journal = {CoRR},
volume = {abs/2001.10218},
year = {2020},
url = {https://arxiv.org/abs/2001.10218},
eprinttype = {arXiv},
eprint = {2001.10218},
timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-10218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-05838,
author = {Christian Marzahl and
Christof A. Bertram and
Marc Aubreville and
Anne Petrick and
Kristina Weiler and
Agnes C. Gl{\"{a}}sel and
Marco Fragoso and
Sophie Merz and
Florian Bartenschlager and
Judith Hoppe and
Alina Langenhagen and
Anne{-}Katherine Jasensky and
J{\"{o}}rn Voigt and
Robert Klopfleisch and
Andreas K. Maier},
title = {Are fast labeling methods reliable? {A} case study of computer-aided
expert annotations on microscopy slides},
journal = {CoRR},
volume = {abs/2004.05838},
year = {2020},
url = {https://arxiv.org/abs/2004.05838},
eprinttype = {arXiv},
eprint = {2004.05838},
timestamp = {Wed, 15 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-05838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14595,
author = {Christian Marzahl and
Marc Aubreville and
Christof A. Bertram and
Jennifer Maier and
Christian Bergler and
Christine Kr{\"{o}}ger and
J{\"{o}}rn Voigt and
Robert Klopfleisch and
Andreas K. Maier},
title = {{EXACT:} {A} collaboration toolset for algorithm-aided annotation
of almost everything},
journal = {CoRR},
volume = {abs/2004.14595},
year = {2020},
url = {https://arxiv.org/abs/2004.14595},
eprinttype = {arXiv},
eprint = {2004.14595},
timestamp = {Mon, 04 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-14595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05351,
author = {Christof A. Bertram and
Mitko Veta and
Christian Marzahl and
Nikolas Stathonikos and
Andreas K. Maier and
Robert Klopfleisch and
Marc Aubreville},
title = {Are pathologist-defined labels reproducible? Comparison of the {TUPAC16}
mitotic figure dataset with an alternative set of labels},
journal = {CoRR},
volume = {abs/2007.05351},
year = {2020},
url = {https://arxiv.org/abs/2007.05351},
eprinttype = {arXiv},
eprint = {2007.05351},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-10244,
author = {Marc Aubreville and
Christof A. Bertram and
Taryn A. Donovan and
Christian Marzahl and
Andreas Maier and
Robert Klopfleisch},
title = {Dogs as Model for Human Breast Cancer: {A} Completely Annotated Whole
Slide Image Dataset},
journal = {CoRR},
volume = {abs/2008.10244},
year = {2020},
url = {https://arxiv.org/abs/2008.10244},
eprinttype = {arXiv},
eprint = {2008.10244},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-10244.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-02495,
author = {Frauke Wilm and
Christof A. Bertram and
Christian Marzahl and
Alexander Bartel and
Taryn A. Donovan and
Charles{-}Antoine Assenmacher and
Kathrin Becker and
Mark Bennett and
Sarah Corner and
Brieuc Cossic and
Daniela Denk and
Martina Dettwiler and
Beatriz Garcia Gonzalez and
Corinne Gurtner and
Annika Lehmbecker and
Sophie Merz and
Stephanie Plog and
Anja Schmidt and
Rebecca C. Smedley and
Marco Tecilla and
Tuddow Thaiwong and
Katharina Breininger and
Matti Kiupel and
Andreas Maier and
Robert Klopfleisch and
Marc Aubreville},
title = {How Many Annotators Do We Need? - {A} Study on the Influence of Inter-Observer
Variability on the Reliability of Automatic Mitotic Figure Assessment},
journal = {CoRR},
volume = {abs/2012.02495},
year = {2020},
url = {https://arxiv.org/abs/2012.02495},
eprinttype = {arXiv},
eprint = {2012.02495},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-02495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/AubrevilleSOGKN19,
author = {Marc Aubreville and
Maike P. Stoeve and
Nicolai Oetter and
Miguel Goncalves and
Christian Knipfer and
Helmut Neumann and
Christopher Bohr and
Florian Stelzle and
Andreas K. Maier},
title = {Deep learning-based detection of motion artifacts in probe-based confocal
laser endomicroscopy images},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {14},
number = {1},
pages = {31--42},
year = {2019},
url = {https://doi.org/10.1007/s11548-018-1836-1},
doi = {10.1007/S11548-018-1836-1},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/AubrevilleSOGKN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/AubrevilleBKM19,
author = {Marc Aubreville and
Christof A. Bertram and
Robert Klopfleisch and
Andreas K. Maier},
editor = {Heinz Handels and
Thomas M. Deserno and
Andreas K. Maier and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Augmented Mitotic Cell Count Using Field of Interest Proposal},
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 = {321--326},
publisher = {Springer Vieweg},
year = {2019},
url = {https://doi.org/10.1007/978-3-658-25326-4\_71},
doi = {10.1007/978-3-658-25326-4\_71},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/AubrevilleBKM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biostec/AubrevilleBK019,
author = {Marc Aubreville and
Christof A. Bertram and
Robert Klopfleisch and
Andreas Maier},
editor = {Arkadiusz Tomczyk and
Ana L. N. Fred and
Hugo Gamboa},
title = {Field of Interest Proposal for Augmented Mitotic Cell Count: Comparison
of Two Convolutional Networks},
booktitle = {Proceedings of the 12th International Joint Conference on Biomedical
Engineering Systems and Technologies {(BIOSTEC} 2019) - Volume 2:
BIOIMAGING, Prague, Czech Republic, February 22-24, 2019},
pages = {30--37},
publisher = {SciTePress},
year = {2019},
url = {https://doi.org/10.5220/0007365700300037},
doi = {10.5220/0007365700300037},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/biostec/AubrevilleBK019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-05414,
author = {Marc Aubreville and
Christof A. Bertram and
Christian Marzahl and
Corinne Gurtner and
Martina Dettwiler and
Anja Schmidt and
Florian Bartenschlager and
Sophie Merz and
Marco Fragoso and
Olivia Kershaw and
Robert Klopfleisch and
Andreas Maier},
title = {Field of Interest Prediction for Computer-Aided Mitotic Count},
journal = {CoRR},
volume = {abs/1902.05414},
year = {2019},
url = {http://arxiv.org/abs/1902.05414},
eprinttype = {arXiv},
eprint = {1902.05414},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-05414.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08985,
author = {Marc Aubreville and
Miguel Goncalves and
Christian Knipfer and
Nicolai Oetter and
Helmut Neumann and
Florian Stelzle and
Christopher Bohr and
Andreas K. Maier},
title = {Transferability of Deep Learning Algorithms for Malignancy Detection
in Confocal Laser Endomicroscopy Images from Different Anatomical
Locations of the Upper Gastrointestinal Tract},
journal = {CoRR},
volume = {abs/1902.08985},
year = {2019},
url = {http://arxiv.org/abs/1902.08985},
eprinttype = {arXiv},
eprint = {1902.08985},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-04767,
author = {Christian Marzahl and
Marc Aubreville and
Christof A. Bertram and
Jason Stayt and
Anne{-}Katherine Jasensky and
Florian Bartenschlager and
Marco Fragoso{-}Garcia and
Ann K. Barton and
Svenja Elsemann and
Samir Jabari and
Jens Krauth and
Prathmesh Madhu and
J{\"{o}}rn Voigt and
Jenny Hill and
Robert Klopfleisch and
Andreas K. Maier},
title = {Deep Learning-Based Quantification of Pulmonary Hemosiderophages in
Cytology Slides},
journal = {CoRR},
volume = {abs/1908.04767},
year = {2019},
url = {http://arxiv.org/abs/1908.04767},
eprinttype = {arXiv},
eprint = {1908.04767},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-04767.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-10873,
author = {Marc Aubreville and
Christof A. Bertram and
Samir Jabari and
Christian Marzahl and
Robert Klopfleisch and
Andreas K. Maier},
title = {Learning New Tricks from Old Dogs - Inter-Species, Inter-Tissue Domain
Adaptation for Mitotic Figure Assessment},
journal = {CoRR},
volume = {abs/1911.10873},
year = {2019},
url = {http://arxiv.org/abs/1911.10873},
eprinttype = {arXiv},
eprint = {1911.10873},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-10873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-00142,
author = {Christian Marzahl and
Marc Aubreville and
Christof A. Bertram and
Stefan Gerlach and
Jennifer Maier and
J{\"{o}}rn Voigt and
Jenny Hill and
Robert Klopfleisch and
Andreas K. Maier},
title = {Fooling the Crowd with Deep Learning-based Methods},
journal = {CoRR},
volume = {abs/1912.00142},
year = {2019},
url = {http://arxiv.org/abs/1912.00142},
eprinttype = {arXiv},
eprint = {1912.00142},
timestamp = {Thu, 13 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-00142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/SteffesASKM18,
author = {Lara{-}Maria Steffes and
Marc Aubreville and
Stefan Sesselmann and
Veit Krenn and
Andreas K. Maier},
editor = {Andreas K. Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Classification of Polyethylene Particles and the Local {CD3+} Lymphocytosis
in Histological Slices},
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 = {228--233},
publisher = {Springer Vieweg},
year = {2018},
url = {https://doi.org/10.1007/978-3-662-56537-7\_63},
doi = {10.1007/978-3-662-56537-7\_63},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/SteffesASKM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/KrappmannAMBK18,
author = {Maximilian Krappmann and
Marc Aubreville and
Andreas K. Maier and
Christof Bertram and
Robert Klopfleisch},
editor = {Andreas K. Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Classification of Mitotic Cells - Potentials Beyond the Limits of
Small Data Sets},
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 = {245--250},
publisher = {Springer Vieweg},
year = {2018},
url = {https://doi.org/10.1007/978-3-662-56537-7\_66},
doi = {10.1007/978-3-662-56537-7\_66},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/KrappmannAMBK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/AubrevilleBKM18,
author = {Marc Aubreville and
Christof Bertram and
Robert Klopfleisch and
Andreas K. Maier},
editor = {Andreas K. Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {SlideRunner - {A} Tool for Massive Cell Annotations in Whole Slide
Images},
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 = {309--314},
publisher = {Springer Vieweg},
year = {2018},
url = {https://doi.org/10.1007/978-3-662-56537-7\_81},
doi = {10.1007/978-3-662-56537-7\_81},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/AubrevilleBKM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/StoeveAOKNSM18,
author = {Maike P. Stoeve and
Marc Aubreville and
Nicolai Oetter and
Christian Knipfer and
Helmut Neumann and
Florian Stelzle and
Andreas K. Maier},
editor = {Andreas K. Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus Hermann Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Motion Artifact Detection in Confocal Laser Endomicroscopy Images},
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 = {328--333},
publisher = {Springer Vieweg},
year = {2018},
url = {https://doi.org/10.1007/978-3-662-56537-7\_85},
doi = {10.1007/978-3-662-56537-7\_85},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/StoeveAOKNSM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biostec/AubrevilleGKOWN18,
author = {Marc Aubreville and
Miguel Goncalves and
Christian Knipfer and
Nicolai Oetter and
Tobias W{\"{u}}rfl and
Helmut Neumann and
Florian Stelzle and
Christopher Bohr and
Andreas K. Maier},
editor = {Sheldon Wiebe and
Hugo Gamboa and
Ana L. N. Fred and
Sergi Berm{\'{u}}dez i Badia},
title = {Patch-based Carcinoma Detection on Confocal Laser Endomicroscopy Images
- {A} Cross-site Robustness Assessment},
booktitle = {Proceedings of the 11th International Joint Conference on Biomedical
Engineering Systems and Technologies {(BIOSTEC} 2018) - Volume 2:
BIOIMAGING, Funchal, Madeira, Portugal, January 19-21, 2018},
pages = {27--34},
publisher = {SciTePress},
year = {2018},
url = {https://doi.org/10.5220/0006534700270034},
doi = {10.5220/0006534700270034},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/biostec/AubrevilleGKOWN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biostec/AubrevilleGKOWN18a,
author = {Marc Aubreville and
Miguel Goncalves and
Christian Knipfer and
Nicolai Oetter and
Tobias W{\"{u}}rfl and
Helmut Neumann and
Florian Stelzle and
Christopher Bohr and
Andreas K. Maier},
editor = {Alberto Cliquet Junior and
Sheldon Wiebe and
Paul E. Anderson and
Giovanni Saggio and
Reyer Zwiggelaar and
Hugo Gamboa and
Ana L. N. Fred and
Sergi Berm{\'{u}}dez i Badia},
title = {Transferability of Deep Learning Algorithms for Malignancy Detection
in Confocal Laser Endomicroscopy Images from Different Anatomical
Locations of the Upper Gastrointestinal Tract},
booktitle = {Biomedical Engineering Systems and Technologies - 11th International
Joint Conference, {BIOSTEC} 2018, Funchal, Madeira, Portugal, January
19-21, 2018, Revised Selected Papers},
series = {Communications in Computer and Information Science},
pages = {67--85},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-29196-9\_4},
doi = {10.1007/978-3-030-29196-9\_4},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/biostec/AubrevilleGKOWN18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwaenc/AubrevilleEMRGP18,
author = {Marc Aubreville and
Kai Ehrensperger and
Andreas K. Maier and
Tobias Rosenkranz and
Benjamin Graf and
Henning Puder},
title = {Deep Denoising for Hearing Aid Applications},
booktitle = {16th International Workshop on Acoustic Signal Enhancement, {IWAENC}
2018, Tokyo, Japan, September 17-20, 2018},
pages = {361--365},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IWAENC.2018.8521369},
doi = {10.1109/IWAENC.2018.8521369},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/iwaenc/AubrevilleEMRGP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/MuallaAM18,
author = {Firas Mualla and
Marc Aubreville and
Andreas K. Maier},
editor = {Andreas K. Maier and
Stefan Steidl and
Vincent Christlein and
Joachim Hornegger},
title = {Microscopy},
booktitle = {Medical Imaging Systems - An Introductory Guide},
series = {Lecture Notes in Computer Science},
pages = {69--90},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-96520-8\_5},
doi = {10.1007/978-3-319-96520-8\_5},
timestamp = {Fri, 31 Jan 2020 21:31:47 +0100},
biburl = {https://dblp.org/rec/series/lncs/MuallaAM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-02347,
author = {Marc Aubreville and
Christof Bertram and
Robert Klopfleisch and
Andreas K. Maier},
title = {SlideRunner - {A} Tool for Massive Cell Annotations in Whole Slide
Images},
journal = {CoRR},
volume = {abs/1802.02347},
year = {2018},
url = {http://arxiv.org/abs/1802.02347},
eprinttype = {arXiv},
eprint = {1802.02347},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-02347.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-01198,
author = {Marc Aubreville and
Kai Ehrensperger and
Tobias Rosenkranz and
Benjamin Graf and
Henning Puder and
Andreas K. Maier},
title = {Deep Denoising for Hearing Aid Applications},
journal = {CoRR},
volume = {abs/1805.01198},
year = {2018},
url = {http://arxiv.org/abs/1805.01198},
eprinttype = {arXiv},
eprint = {1805.01198},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-01198.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-00850,
author = {Marc Aubreville and
Christof A. Bertram and
Robert Klopfleisch and
Andreas K. Maier},
title = {Augmented Mitotic Cell Count using Field Of Interest Proposal},
journal = {CoRR},
volume = {abs/1810.00850},
year = {2018},
url = {http://arxiv.org/abs/1810.00850},
eprinttype = {arXiv},
eprint = {1810.00850},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-00850.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-09197,
author = {Marc Aubreville and
Christof A. Bertram and
Robert Klopfleisch and
Andreas K. Maier},
title = {Field Of Interest Proposal for Augmented Mitotic Cell Count: Comparison
of two Convolutional Networks},
journal = {CoRR},
volume = {abs/1810.09197},
year = {2018},
url = {http://arxiv.org/abs/1810.09197},
eprinttype = {arXiv},
eprint = {1810.09197},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-09197.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vcbm/AubrevilleKBKM17,
author = {Marc Aubreville and
Maximilian Krappmann and
Christof Bertram and
Robert Klopfleisch and
Andreas K. Maier},
title = {A Guided Spatial Transformer Network for Histology Cell Differentiation},
booktitle = {{VCBM} 17: Eurographics Workshop on Visual Computing for Biology and
Medicine, Bremen, Germany, September 7-8, 2017},
pages = {21--25},
publisher = {Eurographics Association},
year = {2017},
url = {https://doi.org/10.2312/vcbm.20171233},
doi = {10.2312/VCBM.20171233},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vcbm/AubrevilleKBKM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AubrevilleKOJRD17,
author = {Marc Aubreville and
Christian Knipfer and
Nicolai Oetter and
Christian Jaremenko and
Erik Rodner and
Joachim Denzler and
Christopher Bohr and
Helmut Neumann and
Florian Stelzle and
Andreas K. Maier},
title = {Automatic Classification of Cancerous Tissue in Laserendomicroscopy
Images of the Oral Cavity using Deep Learning},
journal = {CoRR},
volume = {abs/1703.01622},
year = {2017},
url = {http://arxiv.org/abs/1703.01622},
eprinttype = {arXiv},
eprint = {1703.01622},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AubrevilleKOJRD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AubrevilleGKOWN17,
author = {Marc Aubreville and
Miguel Goncalves and
Christian Knipfer and
Nicolai Oetter and
Tobias W{\"{u}}rfl and
Helmut Neumann and
Florian Stelzle and
Christopher Bohr and
Andreas K. Maier},
title = {Patch-based Carcinoma Detection on Confocal Laser Endomicroscopy Images
- {A} Cross-Site Robustness Assessment},
journal = {CoRR},
volume = {abs/1707.08149},
year = {2017},
url = {http://arxiv.org/abs/1707.08149},
eprinttype = {arXiv},
eprint = {1707.08149},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AubrevilleGKOWN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AubrevilleKBKM17,
author = {Marc Aubreville and
Maximilian Krappmann and
Christof Bertram and
Robert Klopfleisch and
Andreas K. Maier},
title = {A Guided Spatial Transformer Network for Histology Cell Differentiation},
journal = {CoRR},
volume = {abs/1707.08525},
year = {2017},
url = {http://arxiv.org/abs/1707.08525},
eprinttype = {arXiv},
eprint = {1707.08525},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AubrevilleKBKM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-01117,
author = {Maike P. Stoeve and
Marc Aubreville and
Nicolai Oetter and
Christian Knipfer and
Helmut Neumann and
Florian Stelzle and
Andreas K. Maier},
title = {Motion Artifact Detection in Confocal Laser Endomicroscopy Images},
journal = {CoRR},
volume = {abs/1711.01117},
year = {2017},
url = {http://arxiv.org/abs/1711.01117},
eprinttype = {arXiv},
eprint = {1711.01117},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-01117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/AubrevilleP15,
author = {Marc Aubreville and
Stefan Petrausch},
title = {Directionality assessment of adaptive binaural beamforming with noise
suppression in hearing aids},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {211--215},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7177962},
doi = {10.1109/ICASSP.2015.7177962},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/AubrevilleP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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