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ORCIDBibTeX records: Katharina Breininger
@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/WilmRTMB24,
author = {Frauke Wilm and
Marcel Reimann and
Oliver Taubmann and
Alexander M{\"{u}}hlberg 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 = {Appearance-based Debiasing of Deep Learning Models in Medical Imaging},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {19--24},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_9},
doi = {10.1007/978-3-658-44037-4\_9},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/WilmRTMB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/DenzingerWTKWMG24,
author = {Felix Denzinger and
Michael Wels and
Oliver Taubmann and
Florian Kordon and
Fabian Wagner and
Stephanie Mehltretter and
Mehmet A. G{\"{u}}ls{\"{u}}n and
Max Sch{\"{o}}binger and
Florian Andr{\'{e}} and
Sebastian Bu{\ss} and
Johannes G{\"{o}}rich and
Michael S{\"{u}}hling and
Andreas K. Maier 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: Handling Label Uncertainty on the Example of Automatic Detection
of Shepherd's Crook {RCA} in Coronary {CT} Angiography},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {116},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_35},
doi = {10.1007/978-3-658-44037-4\_35},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/DenzingerWTKWMG24.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 = {Mon, 26 Feb 2024 00:00:00 +0100},
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 = {Mon, 01 Apr 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 = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/AubrevillePSAGO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/MonroyREOBVBM24,
author = {Luis Carlos Rivera Monroy and
Leonhard Rist and
Martin Eberhardt and
Christian Ostalecki and
Andreas Bauer and
Julio Vera and
Katharina Breininger and
Andreas K. Maier},
editor = {Andreas Maier and
Thomas M. Deserno and
Heinz Handels and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Comparative Analysis of Radiomic Features and Gene Expression Profiles
in Histopathology Data using Graph Neural Networks},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {160--165},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_49},
doi = {10.1007/978-3-658-44037-4\_49},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/MonroyREOBVBM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/PyschSPFB24,
author = {Dominik Pysch and
Maja Schlereth and
Mihai Pomohaci and
Peter Fischer 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 = {Evaluation of Semi-automatic Segmentation of Liver Tumors for Intra-procedural
Planning},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2024 - Proceedings, German
Conference on Medical Image Computing, Erlangen, March 10-12, 2024},
series = {Informatik Aktuell},
pages = {279--284},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-658-44037-4\_74},
doi = {10.1007/978-3-658-44037-4\_74},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/PyschSPFB24.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 = {Mon, 08 Apr 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-2403-14429,
author = {Mathias {\"{O}}ttl and
Frauke Wilm and
Jana Steenpass and
Jingna Qiu and
Matthias R{\"{u}}bner and
Arndt Hartmann and
Matthias W. Beckmann and
Peter A. Fasching and
Andreas K. Maier and
Ramona Erber and
Bernhard Kainz and
Katharina Breininger},
title = {Style-Extracting Diffusion Models for Semi-Supervised Histopathology
Segmentation},
journal = {CoRR},
volume = {abs/2403.14429},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14429},
doi = {10.48550/ARXIV.2403.14429},
eprinttype = {arXiv},
eprint = {2403.14429},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14429.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14440,
author = {Mathias {\"{O}}ttl and
Siyuan Mei and
Frauke Wilm and
Jana Steenpass and
Matthias R{\"{u}}bner and
Arndt Hartmann and
Matthias W. Beckmann and
Peter A. Fasching and
Andreas K. Maier and
Ramona Erber and
Katharina Breininger},
title = {Analysing Diffusion Segmentation for Medical Images},
journal = {CoRR},
volume = {abs/2403.14440},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14440},
doi = {10.48550/ARXIV.2403.14440},
eprinttype = {arXiv},
eprint = {2403.14440},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14440.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/WolflSBK23,
author = {Anna{-}Maria W{\"{o}}lfl and
Anne Sch{\"{u}}tzenberger and
Katharina Breininger and
Andreas M. Kist},
title = {Towards image-based laryngeal videostroboscopy using deep learning-enabled
compressed sensing},
journal = {Biomed. Signal Process. Control.},
volume = {86},
number = {Part {C}},
pages = {105335},
year = {2023},
url = {https://doi.org/10.1016/j.bspc.2023.105335},
doi = {10.1016/J.BSPC.2023.105335},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bspc/WolflSBK23.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 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 = {Mon, 05 Feb 2024 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/UtzSQTWBGUB23,
author = {Jonas Utz and
Maja Schlereth and
Jingna Qiu and
Mareike Thies and
Fabian Wagner and
Oumaima B. Brahim and
Mingxuan Gu and
Stefan Uderhardt 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 = {McLabel - {A} Local Thresholding Tool for Efficient Semi-automatic
Labelling of Cells in Fluorescence Microscopy},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
pages = {82--87},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_20},
doi = {10.1007/978-3-658-41657-7\_20},
timestamp = {Tue, 27 Feb 2024 08:44:43 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/UtzSQTWBGUB23.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 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, 26 Feb 2024 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/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 = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/GanzLARPPDKDKBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/PlonerCWHBSFM23,
author = {Stefan B. Ploner and
Siyu Chen and
Jungeun Won and
Lennart Husvogt and
Katharina Breininger and
Julia Schottenhamml and
James G. Fujimoto and
Andreas K. Maier},
editor = {Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm and
Thomas Tolxdorff},
title = {Abstract: {A} Spatiotemporal Model for Precise and Efficient Fully-automatic
3D Motion Correction in {OCT}},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2023 - Proceedings, German
Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
series = {Informatik Aktuell},
pages = {260},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-658-41657-7\_57},
doi = {10.1007/978-3-658-41657-7\_57},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/PlonerCWHBSFM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/UtzWSWTGUB23,
author = {Jonas Utz and
Tobias Weise and
Maja Schlereth and
Fabian Wagner and
Mareike Thies and
Mingxuan Gu and
Stefan Uderhardt and
Katharina Breininger},
title = {Focus on Content not Noise: Improving Image Generation for Nuclei
Segmentation by Suppressing Steganography in CycleGAN},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023
- Workshops, Paris, France, October 2-6, 2023},
pages = {3858--3866},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCVW60793.2023.00417},
doi = {10.1109/ICCVW60793.2023.00417},
timestamp = {Wed, 10 Jan 2024 14:20:12 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/UtzWSWTGUB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/DenzingerWTKWMGSABGSMB23,
author = {Felix Denzinger and
Michael Wels and
Oliver Taubmann and
Florian Kordon and
Fabian Wagner and
Stephanie Mehltretter and
Mehmet A. G{\"{u}}ls{\"{u}}n and
Max Sch{\"{o}}binger and
Florian Andr{\'{e}} and
Sebastian Bu{\ss} and
Johannes G{\"{o}}rich and
Michael S{\"{u}}hling and
Andreas Maier and
Katharina Breininger},
title = {Handling Label Uncertainty on the Example of Automatic Detection of
Shepherd's Crook {RCA} in Coronary {CT} Angiography},
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/ISBI53787.2023.10230565},
doi = {10.1109/ISBI53787.2023.10230565},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/DenzingerWTKWMGSABGSMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/MonroyREOBVBM23,
author = {Luis Carlos Rivera Monroy and
Leonhard Rist and
Martin Eberhardt and
Christian Ostalecki and
Andreas Baur and
Julio Vera and
Katharina Breininger and
Andreas Maier},
title = {Employing Graph Representations for Cell-Level Characterization of
Melanoma {MELC} Samples},
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/ISBI53787.2023.10230519},
doi = {10.1109/ISBI53787.2023.10230519},
timestamp = {Wed, 13 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/MonroyREOBVBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/OttlSRGQWHBFMEB23,
author = {Mathias {\"{O}}ttl and
Jana Steenpass and
Matthias R{\"{u}}bner and
Carol I. Geppert and
Jingna Qiu and
Frauke Wilm and
Arndt Hartmann and
Matthias W. Beckmann and
Peter A. Fasching and
Andreas Maier and
Ramona Erber and
Katharina Breininger},
title = {Improved {HER2} Tumor Segmentation with Subtype Balancing Using Deep
Generative Networks},
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/ISBI53787.2023.10230503},
doi = {10.1109/ISBI53787.2023.10230503},
timestamp = {Wed, 13 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/OttlSRGQWHBFMEB23.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 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 = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mc/AmmelingMKKUKFG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ShkembiMLBSK23,
author = {Glejdis Shk{\"{e}}mbi and
Johanna P. M{\"{u}}ller and
Zhe Li and
Katharina Breininger and
Peter J. Sch{\"{u}}ffler and
Bernhard Kainz},
editor = {Binod Bhattarai and
Sharib Ali and
Anita Rau and
Anh Nguyen and
Ana I. L. Namburete and
Razvan Caramalau and
Danail Stoyanov},
title = {Whole Slide Multiple Instance Learning for Predicting Axillary Lymph
Node Metastasis},
booktitle = {Data Engineering in Medical Imaging - First {MICCAI} Workshop, {DEMI}
2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC, Canada,
October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14314},
pages = {11--20},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44992-5\_2},
doi = {10.1007/978-3-031-44992-5\_2},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/ShkembiMLBSK23.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 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},
volume = {14221},
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 = {Thu, 05 Oct 2023 18:00:35 +0200},
biburl = {https://dblp.org/rec/conf/miccai/QiuWOSLHAB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miigp/QuerfurthKDBK23,
author = {Anne von Querfurth and
Florian Kordon and
Felix Denzinger and
Katharina Breininger and
Holger Kunze},
editor = {Cristian A. Linte and
Jeffrey H. Siewerdsen},
title = {Lung, nodule, and airway segmentation using partially annotated data},
booktitle = {Medical Imaging 2023: Image-Guided Procedures, Robotic Interventions,
and Modeling, San Diego, CA, USA, February 19-23, 2023},
series = {{SPIE} Proceedings},
volume = {12466},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2653419},
doi = {10.1117/12.2653419},
timestamp = {Wed, 20 Mar 2024 13:50:41 +0100},
biburl = {https://dblp.org/rec/conf/miigp/QuerfurthKDBK23.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 = {Thu, 13 Jul 2023 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 = {Thu, 13 Jul 2023 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-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-2308-01769,
author = {Jonas Utz and
Tobias Weise and
Maja Schlereth and
Fabian Wagner and
Mareike Thies and
Mingxuan Gu and
Stefan Uderhardt and
Katharina Breininger},
title = {Focus on Content not Noise: Improving Image Generation for Nuclei
Segmentation by Suppressing Steganography in CycleGAN},
journal = {CoRR},
volume = {abs/2308.01769},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.01769},
doi = {10.48550/ARXIV.2308.01769},
eprinttype = {arXiv},
eprint = {2308.01769},
timestamp = {Thu, 24 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-01769.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 = {Mon, 05 Feb 2024 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-2310-04187,
author = {Glejdis Shk{\"{e}}mbi and
Johanna P. M{\"{u}}ller and
Zhe Li and
Katharina Breininger and
Peter J. Sch{\"{u}}ffler and
Bernhard Kainz},
title = {Whole Slide Multiple Instance Learning for Predicting Axillary Lymph
Node Metastasis},
journal = {CoRR},
volume = {abs/2310.04187},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.04187},
doi = {10.48550/ARXIV.2310.04187},
eprinttype = {arXiv},
eprint = {2310.04187},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-04187.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}
}
@article{DBLP:journals/corr/abs-2312-15825,
author = {Luis Carlos Rivera Monroy and
Leonhard Rist and
Martin Eberhardt and
Christian Ostalecki and
Andreas Bauer and
Julio Vera and
Katharina Breininger and
Andreas K. Maier},
title = {Comparative Analysis of Radiomic Features and Gene Expression Profiles
in Histopathology Data Using Graph Neural Networks},
journal = {CoRR},
volume = {abs/2312.15825},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.15825},
doi = {10.48550/ARXIV.2312.15825},
eprinttype = {arXiv},
eprint = {2312.15825},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-15825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/FuHBSAFM22,
author = {Weilin Fu and
Lennart Husvogt and
Katharina Breininger and
Roman Schaffert and
Omar Abu{-}Qamar and
James G. Fujimoto and
Andreas K. Maier},
editor = {Klaus H. Maier{-}Hein and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Christoph Palm and
Thomas Tolxdorff},
title = {Form Follows Function - Smart Network Design Enables Zero-shot Network
Reuse},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2022 - Proceedings, German
Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022},
series = {Informatik Aktuell},
pages = {121--126},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-658-36932-3\_26},
doi = {10.1007/978-3-658-36932-3\_26},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/FuHBSAFM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/ArbogastKKSBB22,
author = {Nikolaus Arbogast and
Holger Kunze and
Florian Kordon and
Benedict Swartman and
Jan Siad El Barbari and
Katharina Breininger},
editor = {Klaus H. Maier{-}Hein and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Christoph Palm and
Thomas Tolxdorff},
title = {TowardsWeakly Supervised Segmentation of Orthopaedic X-ray Images
Using Constrained-CNN Losses},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2022 - Proceedings, German
Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022},
series = {Informatik Aktuell},
pages = {135--140},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-658-36932-3\_30},
doi = {10.1007/978-3-658-36932-3\_30},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/ArbogastKKSBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/PoppTTDMB22,
author = {Antonia Popp and
Oliver Taubmann and
Florian Thamm and
Hendrik Ditt and
Andreas K. Maier and
Katharina Breininger},
editor = {Klaus H. Maier{-}Hein and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Christoph Palm and
Thomas Tolxdorff},
title = {Thrombus Detection in Non-contrast Head {CT} Using Graph Deep Learning},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2022 - Proceedings, German
Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022},
series = {Informatik Aktuell},
pages = {153--158},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-658-36932-3\_33},
doi = {10.1007/978-3-658-36932-3\_33},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/PoppTTDMB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/KunzmannMDBKBCM22,
author = {Sonja Kunzmann and
Christian Marzahl and
Felix Denzinger and
Christof Bertram and
Robert Klopfleisch and
Katharina Breininger and
Vincent Christlein and
Andreas K. Maier},
editor = {Klaus H. Maier{-}Hein and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Christoph Palm and
Thomas Tolxdorff},
title = {First Steps on Gamification of Lung Fluid Cells Annotations in the
Flower Domain},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2022 - Proceedings, German
Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022},
series = {Informatik Aktuell},
pages = {223--228},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-658-36932-3\_48},
doi = {10.1007/978-3-658-36932-3\_48},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/KunzmannMDBKBCM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/OttlMMRGHBFMEB22,
author = {Mathias {\"{O}}ttl and
Jana M{\"{o}}nius and
Christian Marzahl and
Matthias R{\"{u}}bner and
Carol I. Geppert and
Arndt Hartmann and
Matthias W. Beckmann and
Peter A. Fasching and
Andreas K. Maier and
Ramona Erber and
Katharina Breininger},
editor = {Klaus H. Maier{-}Hein and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Christoph Palm and
Thomas Tolxdorff},
title = {Superpixel Pre-segmentation of {HER2} Slides for Efficient Annotation},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2022 - Proceedings, German
Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022},
series = {Informatik Aktuell},
pages = {254--259},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-658-36932-3\_54},
doi = {10.1007/978-3-658-36932-3\_54},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/OttlMMRGHBFMEB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/SchlerethSMTBMA22,
author = {Maja Schlereth and
Daniel Stromer and
Yash Mantri and
Jason Tsujimoto and
Katharina Breininger and
Andreas K. Maier and
Caesar Anderson and
Pranav S. Garimella and
Jesse V. Jokerst},
editor = {Klaus H. Maier{-}Hein and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Christoph Palm and
Thomas Tolxdorff},
title = {Initial Investigations Towards Non-invasive Monitoring of Chronic
Wound Healing Using Deep Learning and Ultrasound Imaging},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2022 - Proceedings, German
Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022},
series = {Informatik Aktuell},
pages = {261--266},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-658-36932-3\_56},
doi = {10.1007/978-3-658-36932-3\_56},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/SchlerethSMTBMA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/SchlerethSBWTMK22,
author = {Maja Schlereth and
Daniel Stromer and
Katharina Breininger and
Alexandra Wagner and
Lina Tan and
Andreas K. Maier and
Ferdinand Knieling},
editor = {Klaus H. Maier{-}Hein and
Thomas M. Deserno and
Heinz Handels and
Andreas Maier and
Christoph Palm and
Thomas Tolxdorff},
title = {Automatic Classification of Neuromuscular Diseases in Children Using
Photoacoustic Imaging},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2022 - Proceedings, German
Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022},
series = {Informatik Aktuell},
pages = {285--290},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-658-36932-3\_60},
doi = {10.1007/978-3-658-36932-3\_60},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/SchlerethSBWTMK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/QiuONABE22,
author = {Jingna Qiu and
Maximilian P. Oppelt and
Michael Nissen and
Lars Anneken and
Katharina Breininger and
Bjoern M. Eskofier},
title = {Improving Deep Learning-based Cardiac Abnormality Detection in 12-Lead
{ECG} with Data Augmentation},
booktitle = {44th Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2022, Glasgow, Scotland,
United Kingdom, July 11-15, 2022},
pages = {945--949},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/EMBC48229.2022.9871969},
doi = {10.1109/EMBC48229.2022.9871969},
timestamp = {Thu, 22 Sep 2022 19:31:35 +0200},
biburl = {https://dblp.org/rec/conf/embc/QiuONABE22.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},
volume = {13597},
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}
}
@inproceedings{DBLP:conf/miccai/PlonerCWHBSFM22,
author = {Stefan B. Ploner and
Siyu Chen and
Jungeun Won and
Lennart Husvogt and
Katharina Breininger and
Julia Schottenhamml and
James G. Fujimoto and
Andreas Maier},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {A Spatiotemporal Model for Precise and Efficient Fully-Automatic 3D
Motion Correction in {OCT}},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13432},
pages = {517--527},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16434-7\_50},
doi = {10.1007/978-3-031-16434-7\_50},
timestamp = {Tue, 13 Dec 2022 14:39:06 +0100},
biburl = {https://dblp.org/rec/conf/miccai/PlonerCWHBSFM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/KunzeK0B22,
author = {Holger Kunze and
Florian Kordon and
Andreas Maier and
Katharina Breininger},
editor = {Olivier Colliot and
Ivana Isgum and
Bennett A. Landman and
Murray H. Loew},
title = {Direct and indirect image rotation estimation methods of orthopedic
x-ray images},
booktitle = {Medical Imaging 2022: Image Processing, San Diego, CA, USA, February
20-24, 2022 / Online, March 21-27, 2022},
series = {{SPIE} Proceedings},
volume = {12032},
publisher = {{SPIE}},
year = {2022},
url = {https://doi.org/10.1117/12.2606045},
doi = {10.1117/12.2606045},
timestamp = {Thu, 14 Mar 2024 14:38:36 +0100},
biburl = {https://dblp.org/rec/conf/miip/KunzeK0B22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tsd/DemirMSUBWMY22,
author = {Kubilay Can Demir and
Matthias May and
Axel Schmid and
Michael Uder and
Katharina Breininger and
Tobias Weise and
Andreas K. Maier and
Seung Hee Yang},
editor = {Petr Sojka and
Ales Hor{\'{a}}k and
Ivan Kopecek and
Karel Pala},
title = {PoCaP Corpus: {A} Multimodal Dataset for Smart Operating Room Speech
Assistant Using Interventional Radiology Workflow Analysis},
booktitle = {Text, Speech, and Dialogue - 25th International Conference, {TSD}
2022, Brno, Czech Republic, September 6-9, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13502},
pages = {464--475},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16270-1\_38},
doi = {10.1007/978-3-031-16270-1\_38},
timestamp = {Mon, 28 Aug 2023 21:17:25 +0200},
biburl = {https://dblp.org/rec/conf/tsd/DemirMSUBWMY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-07572,
author = {Mathias {\"{O}}ttl and
Jana M{\"{o}}nius and
Christian Marzahl and
Matthias R{\"{u}}bner and
Carol I. Geppert and
Arndt Hartmann and
Matthias W. Beckmann and
Peter A. Fasching and
Andreas K. Maier and
Ramona Erber and
Katharina Breininger},
title = {Superpixel Pre-Segmentation of {HER2} Slides for Efficient Annotation},
journal = {CoRR},
volume = {abs/2201.07572},
year = {2022},
url = {https://arxiv.org/abs/2201.07572},
eprinttype = {arXiv},
eprint = {2201.07572},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-07572.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-10511,
author = {Maja Schlereth and
Daniel Stromer and
Yash Mantri and
Jason Tsujimoto and
Katharina Breininger and
Andreas K. Maier and
Caesar Anderson and
Pranav S. Garimella and
Jesse V. Jokerst},
title = {Initial Investigations Towards Non-invasive Monitoring of Chronic
Wound Healing Using Deep Learning and Ultrasound Imaging},
journal = {CoRR},
volume = {abs/2201.10511},
year = {2022},
url = {https://arxiv.org/abs/2201.10511},
eprinttype = {arXiv},
eprint = {2201.10511},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-10511.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-2201-11630,
author = {Maja Schlereth and
Daniel Stromer and
Katharina Breininger and
Alexandra Wagner and
Lina Tan and
Andreas K. Maier and
Ferdinand Knieling},
title = {Automatic Classification of Neuromuscular Diseases in Children Using
Photoacoustic Imaging},
journal = {CoRR},
volume = {abs/2201.11630},
year = {2022},
url = {https://arxiv.org/abs/2201.11630},
eprinttype = {arXiv},
eprint = {2201.11630},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-11630.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-03671,
author = {Felix Denzinger and
Michael Wels and
Oliver Taubmann and
Mehmet A. G{\"{u}}ls{\"{u}}n and
Max Sch{\"{o}}binger and
Florian Andr{\'{e}} and
Sebastian J. Buss and
Johannes G{\"{o}}rich and
Michael S{\"{u}}hling and
Andreas K. Maier and
Katharina Breininger},
title = {{CAD-RADS} Scoring using Deep Learning and Task-Specific Centerline
Labeling},
journal = {CoRR},
volume = {abs/2202.03671},
year = {2022},
url = {https://arxiv.org/abs/2202.03671},
eprinttype = {arXiv},
eprint = {2202.03671},
timestamp = {Thu, 10 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-03671.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 = {Mon, 05 Feb 2024 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-2206-12320,
author = {Kubilay Can Demir and
Matthias May and
Axel Schmid and
Michael Uder and
Katharina Breininger and
Tobias Weise and
Andreas K. Maier and
Seung Hee Yang},
title = {PoCaP Corpus: {A} Multimodal Dataset for Smart Operating Room Speech
Assistant using Interventional Radiology Workflow Analysis},
journal = {CoRR},
volume = {abs/2206.12320},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.12320},
doi = {10.48550/ARXIV.2206.12320},
eprinttype = {arXiv},
eprint = {2206.12320},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-12320.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07232,
author = {Stefan B. Ploner and
Siyu Chen and
Jungeun Won and
Lennart Husvogt and
Katharina Breininger and
Julia Schottenhamml and
James G. Fujimoto and
Andreas K. Maier},
title = {A Spatiotemporal Model for Precise and Efficient Fully-automatic 3D
Motion Correction in {OCT}},
journal = {CoRR},
volume = {abs/2209.07232},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07232},
doi = {10.48550/ARXIV.2209.07232},
eprinttype = {arXiv},
eprint = {2209.07232},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07232.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05884,
author = {Luis Carlos Rivera Monroy and
Leonhard Rist and
Martin Eberhardt and
Christian Ostalecki and
Andreas Baur and
Julio Vera and
Katharina Breininger and
Andreas K. Maier},
title = {Employing Graph Representations for Cell-level Characterization of
Melanoma {MELC} Samples},
journal = {CoRR},
volume = {abs/2211.05884},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05884},
doi = {10.48550/ARXIV.2211.05884},
eprinttype = {arXiv},
eprint = {2211.05884},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-06150,
author = {Mathias {\"{O}}ttl and
Jana M{\"{o}}nius and
Matthias R{\"{u}}bner and
Carol I. Geppert and
Jingna Qiu and
Frauke Wilm and
Arndt Hartmann and
Matthias W. Beckmann and
Peter A. Fasching and
Andreas K. Maier and
Ramona Erber and
Katharina Breininger},
title = {Improved {HER2} Tumor Segmentation with Subtype Balancing using Deep
Generative Networks},
journal = {CoRR},
volume = {abs/2211.06150},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.06150},
doi = {10.48550/ARXIV.2211.06150},
eprinttype = {arXiv},
eprint = {2211.06150},
timestamp = {Wed, 16 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-06150.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}
}
@phdthesis{DBLP:phd/basesearch/Breininger21,
author = {Katharina Breininger},
title = {Machine Learning and Deformation Modeling for Workflow-Compliant Image
Fusion during Endovascular Aortic Repair (Maschinelles Lernen und
Deformationsmodellierung zur Workflow-kompatiblen Bildfusion f{\"{u}}r
endovaskul{\"{a}}re Aortenreparaturen)},
school = {University of Erlangen-Nuremberg, Germany},
year = {2021},
url = {https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/15638},
urn = {urn:nbn:de:bvb:29-opus4-156388},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Breininger21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/FuBSPM21,
author = {Weilin Fu and
Katharina Breininger and
Roman Schaffert and
Zhaoya Pan and
Andreas K. Maier},
title = {"Keep it simple, scholar": an experimental analysis of few-parameter
segmentation networks for retinal vessels in fundus imaging},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {16},
number = {6},
pages = {967--978},
year = {2021},
url = {https://doi.org/10.1007/s11548-021-02340-1},
doi = {10.1007/S11548-021-02340-1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/FuBSPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/BreiningerPK021,
author = {Katharina Breininger and
Marcus Pfister and
Markus Kowarschik 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: Move Over There One-click Deformation Correction for Image
Fusion during Endovascular Aortic Repair},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2021 - Proceedings, German
Workshop on Medical Image Computing, Regensburg, March 7-9, 2021},
series = {Informatik Aktuell},
pages = {35},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-658-33198-6\_10},
doi = {10.1007/978-3-658-33198-6\_10},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/BreiningerPK021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/DenzingerWBGSAB21,
author = {Felix Denzinger and
Michael Wels and
Katharina Breininger and
Mehmet A. G{\"{u}}ls{\"{u}}n and
Max Sch{\"{o}}binger and
Florian Andr{\'{e}} and
Sebastian Bu{\ss} and
Johannes G{\"{o}}rich and
Michael S{\"{u}}hling 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: Automatic {CAD-RADS} Scoring using Deep Learning},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2021 - Proceedings, German
Workshop on Medical Image Computing, Regensburg, March 7-9, 2021},
series = {Informatik Aktuell},
pages = {104},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-658-33198-6\_24},
doi = {10.1007/978-3-658-33198-6\_24},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/DenzingerWBGSAB21.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/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 = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/WilmBMBDABBCCDD21.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},
volume = {156},
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},
volume = {156},
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, BC, 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 = {Mon, 05 Feb 2024 00:00:00 +0100},
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},
volume = {13166},
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}
}
@article{DBLP:journals/corr/abs-2111-03663,
author = {Sonja Kunzmann and
Christian Marzahl and
Felix Denzinger and
Christof A. Bertram and
Robert Klopfleisch and
Katharina Breininger and
Vincent Christlein and
Andreas K. Maier},
title = {First steps on Gamification of Lung Fluid Cells Annotations in the
Flower Domain},
journal = {CoRR},
volume = {abs/2111.03663},
year = {2021},
url = {https://arxiv.org/abs/2111.03663},
eprinttype = {arXiv},
eprint = {2111.03663},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-03663.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/FuBPM20,
author = {Weilin Fu and
Katharina Breininger and
Zhaoya Pan 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 = {Degenerating U-Net on Retinal Vessel Segmentation},
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 = {33--38},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-658-29267-6\_7},
doi = {10.1007/978-3-658-29267-6\_7},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/FuBPM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/BootwalaBMC20,
author = {Azeem Bootwala and
Katharina Breininger and
Andreas K. Maier and
Vincent Christlein},
editor = {Thomas Tolxdorff and
Thomas M. Deserno and
Heinz Handels and
Andreas K. Maier and
Klaus H. Maier{-}Hein and
Christoph Palm},
title = {Assistive Diagnosis in Opthalmology Using Deep Learning-Based Image
Retrieval},
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 = {144--149},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-658-29267-6\_30},
doi = {10.1007/978-3-658-29267-6\_30},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/BootwalaBMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/DenzingerWBRESS20,
author = {Felix Denzinger and
Michael Wels and
Katharina Breininger and
Anika Reidelsh{\"{o}}fer and
Joachim Eckert and
Michael S{\"{u}}hling and
Axel Schmermund 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 = {Deep Learning Algorithms for Coronary Artery Plaque Characterisation
from {CCTA} Scans},
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 = {193--198},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-658-29267-6\_42},
doi = {10.1007/978-3-658-29267-6\_42},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/DenzingerWBRESS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/DenzingerWBRESS20a,
author = {Felix Denzinger and
Michael Wels and
Katharina Breininger and
Anika Reidelsh{\"{o}}fer and
Joachim Eckert and
Michael S{\"{u}}hling and
Axel Schmermund 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 = {Abstract: Coronary Artery Plaque Characterization from {CCTA} Scans
Using {DL} and Radiomics},
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 = {200},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-658-29267-6\_44},
doi = {10.1007/978-3-658-29267-6\_44},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/DenzingerWBRESS20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/FuBSRM20,
author = {Weilin Fu and
Katharina Breininger and
Roman Schaffert and
Nishant Ravikumar 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 = {Abstract: Divide-And-Conquer Approach Towards Understanding Deep Networks},
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 = {313},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-658-29267-6\_69},
doi = {10.1007/978-3-658-29267-6\_69},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/FuBSRM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DenzingerWBGSAB20,
author = {Felix Denzinger and
Michael Wels and
Katharina Breininger and
Mehmet A. G{\"{u}}ls{\"{u}}n and
Max Sch{\"{o}}binger and
Florian Andr{\'{e}} and
Sebastian Bu{\ss} and
Johannes G{\"{o}}rich and
Michael S{\"{u}}hling and
Andreas K. 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 = {Automatic {CAD-RADS} Scoring Using Deep Learning},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {12266},
pages = {45--54},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59725-2\_5},
doi = {10.1007/978-3-030-59725-2\_5},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/DenzingerWBGSAB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BreiningerPKM20,
author = {Katharina Breininger and
Marcus Pfister and
Markus Kowarschik and
Andreas K. 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 = {Move Over There: One-Click Deformation Correction for Image Fusion
During Endovascular Aortic Repair},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12264},
pages = {713--723},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59719-1\_69},
doi = {10.1007/978-3-030-59719-1\_69},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BreiningerPKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/degruyter/20/0001CBWUR20,
author = {Andreas Maier and
Vincent Christlein and
Katharina Breininger and
Tobias W{\"{u}}rfl and
Mathias Unberath and
Christian Riess},
editor = {G{\"{u}}nther G{\"{o}}rz and
Ute Schmid and
Tanya Braun},
title = {Bildanalyse},
booktitle = {Handbuch der K{\"{u}}nstlichen Intelligenz, 6. Auflage},
pages = {673--712},
publisher = {De Gruyter},
year = {2020},
url = {https://doi.org/10.1515/9783110659948-015},
doi = {10.1515/9783110659948-015},
timestamp = {Fri, 21 May 2021 09:50:14 +0200},
biburl = {https://dblp.org/rec/books/degruyter/20/0001CBWUR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01963,
author = {Felix Denzinger and
Michael Wels and
Katharina Breininger and
Mehmet A. G{\"{u}}ls{\"{u}}n and
Max Sch{\"{o}}binger and
Florian Andr{\'{e}} and
Sebastian Bu{\ss} and
Johannes G{\"{o}}rich and
Michael S{\"{u}}hling and
Andreas K. Maier},
title = {Automatic {CAD-RADS} Scoring Using Deep Learning},
journal = {CoRR},
volume = {abs/2010.01963},
year = {2020},
url = {https://arxiv.org/abs/2010.01963},
eprinttype = {arXiv},
eprint = {2010.01963},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01963.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/BreiningerHWKPM19,
author = {Katharina Breininger and
Moritz Hanika and
Mareike Weule and
Markus Kowarschik and
Marcus Pfister and
Andreas Maier},
title = {Simultaneous reconstruction of multiple stiff wires from a single
X-ray projection for endovascular aortic repair},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {14},
number = {11},
pages = {1891--1899},
year = {2019},
url = {https://doi.org/10.1007/s11548-019-02052-7},
doi = {10.1007/S11548-019-02052-7},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/BreiningerHWKPM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/HuangWBLLM19,
author = {Yixing Huang and
Tobias W{\"{u}}rfl and
Katharina Breininger and
Ling Liu and
G{\"{u}}nter Lauritsch 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 = {Abstract: Some Investigations on Robustness of Deep Learning in Limited
Angle Tomography},
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 = {21},
publisher = {Springer Vieweg},
year = {2019},
url = {https://doi.org/10.1007/978-3-658-25326-4\_6},
doi = {10.1007/978-3-658-25326-4\_6},
timestamp = {Fri, 08 Feb 2019 10:06:55 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/HuangWBLLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/BreiningerHWKPM19,
author = {Katharina Breininger and
Moritz Hanika and
Mareike Weule and
Markus Kowarschik and
Marcus Pfister 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 = {3D-Reconstruction of Stiff Wires from a Single Monoplane X-Ray Image},
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 = {172--177},
publisher = {Springer Vieweg},
year = {2019},
url = {https://doi.org/10.1007/978-3-658-25326-4\_37},
doi = {10.1007/978-3-658-25326-4\_37},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/BreiningerHWKPM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/ArbogastKBM0NM19,
author = {Nikolaus Arbogast and
Tanja Kurzendorfer and
Katharina Breininger and
Peter Mountney and
Daniel Toth and
Srinivas Ananth Narayan 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 = {Workflow Phase Detection in Fluoroscopic Images Using Convolutional
Neural Networks},
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 = {191--196},
publisher = {Springer Vieweg},
year = {2019},
url = {https://doi.org/10.1007/978-3-658-25326-4\_41},
doi = {10.1007/978-3-658-25326-4\_41},
timestamp = {Fri, 08 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/ArbogastKBM0NM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/FuBSRM19,
author = {Weilin Fu and
Katharina Breininger and
Roman Schaffert and
Nishant Ravikumar and
Andreas K. Maier},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {A Divide-and-Conquer Approach Towards Understanding Deep Networks},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11764},
pages = {183--191},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32239-7\_21},
doi = {10.1007/978-3-030-32239-7\_21},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/FuBSRM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DenzingerWRBRES19,
author = {Felix Denzinger and
Michael Wels and
Nishant Ravikumar and
Katharina Breininger and
Anika Reidelsh{\"{o}}fer and
Joachim Eckert and
Michael S{\"{u}}hling and
Axel Schmermund and
Andreas Maier},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {Coronary Artery Plaque Characterization from {CCTA} Scans Using Deep
Learning and Radiomics},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11767},
pages = {593--601},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32251-9\_65},
doi = {10.1007/978-3-030-32251-9\_65},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/DenzingerWRBRES19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/StimpelSWBLDM19,
author = {Bernhard Stimpel and
Christopher Syben and
Tobias W{\"{u}}rfl and
Katharina Breininger and
Jonathan M. Lommen and
Arnd D{\"{o}}rfler and
Andreas K. Maier},
editor = {Elsa D. Angelini and
Bennett A. Landman},
title = {Projection image-to-image translation in hybrid x-ray/MR imaging},
booktitle = {Medical Imaging 2019: Image Processing, San Diego, California, United
States, 16-21 February 2019},
series = {{SPIE} Proceedings},
volume = {10949},
pages = {109492K},
publisher = {{SPIE}},
year = {2019},
url = {https://doi.org/10.1117/12.2512195},
doi = {10.1117/12.2512195},
timestamp = {Wed, 17 Apr 2019 09:16:41 +0200},
biburl = {https://dblp.org/rec/conf/miip/StimpelSWBLDM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/KurzendorferBSM19,
author = {Tanja Kurzendorfer and
Katharina Breininger and
Stefan Steidl and
Andreas K. Maier and
Rebecca Fahrig},
editor = {Elsa D. Angelini and
Bennett A. Landman},
title = {Left ventricle segmentation in {LGE-MRI} using multiclass learning},
booktitle = {Medical Imaging 2019: Image Processing, San Diego, California, United
States, 16-21 February 2019},
series = {{SPIE} Proceedings},
volume = {10949},
pages = {1094929},
publisher = {{SPIE}},
year = {2019},
url = {https://doi.org/10.1117/12.2511610},
doi = {10.1117/12.2511610},
timestamp = {Wed, 17 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/KurzendorferBSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2019mlmech,
editor = {Hongen Liao and
Simone Balocco and
Guijin Wang and
Feng Zhang and
Yongpan Liu and
Zijian Ding and
Luc Duong and
Renzo Phellan and
Guillaume Zahnd and
Katharina Breininger and
Shadi Albarqouni and
Stefano Moriconi and
Su{-}Lin Lee and
Stefanie Demirci},
title = {Machine Learning and Medical Engineering for Cardiovascular Health
and Intravascular Imaging and Computer Assisted Stenting - First International
Workshop, {MLMECH} 2019, and 8th Joint International Workshop, {CVII-STENT}
2019, Held in Conjunction with {MICCAI} 2019, Shenzhen, China, October
13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11794},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33327-0},
doi = {10.1007/978-3-030-33327-0},
isbn = {978-3-030-33326-3},
timestamp = {Sat, 09 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2019mlmech.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06194,
author = {Weilin Fu and
Katharina Breininger and
Roman Schaffert and
Nishant Ravikumar and
Andreas K. Maier},
title = {A Divide-and-Conquer Approach towards Understanding Deep Networks},
journal = {CoRR},
volume = {abs/1907.06194},
year = {2019},
url = {http://arxiv.org/abs/1907.06194},
eprinttype = {arXiv},
eprint = {1907.06194},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06194.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02660,
author = {Weilin Fu and
Katharina Breininger and
Zhaoya Pan and
Andreas K. Maier},
title = {What Do We Really Need? Degenerating U-Net on Retinal Vessel Segmentation},
journal = {CoRR},
volume = {abs/1911.02660},
year = {2019},
url = {http://arxiv.org/abs/1911.02660},
eprinttype = {arXiv},
eprint = {1911.02660},
timestamp = {Mon, 16 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02660.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-08163,
author = {Bernhard Stimpel and
Christopher Syben and
Tobias W{\"{u}}rfl and
Katharina Breininger and
Philip Hoelter and
Arnd D{\"{o}}rfler and
Andreas K. Maier},
title = {Projection-to-Projection Translation for Hybrid X-ray and Magnetic
Resonance Imaging},
journal = {CoRR},
volume = {abs/1911.08163},
year = {2019},
url = {http://arxiv.org/abs/1911.08163},
eprinttype = {arXiv},
eprint = {1911.08163},
timestamp = {Wed, 04 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-08163.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-06075,
author = {Felix Denzinger and
Michael Wels and
Nishant Ravikumar and
Katharina Breininger and
Anika Reidelsh{\"{o}}fer and
Joachim Eckert and
Michael S{\"{u}}hling and
Axel Schmermund and
Andreas Maier},
title = {Coronary Artery Plaque Characterization from {CCTA} Scans using Deep
Learning and Radiomics},
journal = {CoRR},
volume = {abs/1912.06075},
year = {2019},
url = {http://arxiv.org/abs/1912.06075},
eprinttype = {arXiv},
eprint = {1912.06075},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-06075.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-06417,
author = {Felix Denzinger and
Michael Wels and
Katharina Breininger and
Anika Reidelsh{\"{o}}fer and
Joachim Eckert and
Michael S{\"{u}}hling and
Axel Schmermund and
Andreas K. Maier},
title = {Deep Learning Algorithms for Coronary Artery Plaque Characterisation
from {CCTA} Scans},
journal = {CoRR},
volume = {abs/1912.06417},
year = {2019},
url = {http://arxiv.org/abs/1912.06417},
eprinttype = {arXiv},
eprint = {1912.06417},
timestamp = {Mon, 16 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-06417.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/BreiningerAKPKM18,
author = {Katharina Breininger and
Shadi Albarqouni and
Tanja Kurzendorfer and
Marcus Pfister and
Markus Kowarschik and
Andreas K. Maier},
title = {Intraoperative stent segmentation in X-ray fluoroscopy for endovascular
aortic repair},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {13},
number = {8},
pages = {1221--1231},
year = {2018},
url = {https://doi.org/10.1007/s11548-018-1779-6},
doi = {10.1007/S11548-018-1779-6},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/BreiningerAKPKM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/WurflHCBHUM18,
author = {Tobias W{\"{u}}rfl and
Mathis Hoffmann and
Vincent Christlein and
Katharina Breininger and
Yixing Huang and
Mathias Unberath and
Andreas K. Maier},
title = {Deep Learning Computed Tomography: Learning Projection-Domain Weights
From Image Domain in Limited Angle Problems},
journal = {{IEEE} Trans. Medical Imaging},
volume = {37},
number = {6},
pages = {1454--1463},
year = {2018},
url = {https://doi.org/10.1109/TMI.2018.2833499},
doi = {10.1109/TMI.2018.2833499},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/WurflHCBHUM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/BreiningerCWM18,
author = {Katharina Breininger and
Vincent Christlein and
Tobias W{\"{u}}rfl 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 = {Deep Learning Fundamentals},
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 = {5},
publisher = {Springer Vieweg},
year = {2018},
url = {https://doi.org/10.1007/978-3-662-56537-7\_5},
doi = {10.1007/978-3-662-56537-7\_5},
timestamp = {Tue, 13 Mar 2018 07:34:55 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/BreiningerCWM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/FuBSRWFMM18,
author = {Weilin Fu and
Katharina Breininger and
Roman Schaffert and
Nishant Ravikumar and
Tobias W{\"{u}}rfl and
Jim Fujimoto and
Eric Moult 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 = {Frangi-Net},
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 = {341--346},
publisher = {Springer Vieweg},
year = {2018},
url = {https://doi.org/10.1007/978-3-662-56537-7\_87},
doi = {10.1007/978-3-662-56537-7\_87},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/FuBSRWFMM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/AichertBKM18,
author = {Andr{\'{e}} Aichert and
Katharina Breininger and
Thomas K{\"{o}}hler 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 = {Abstract: Efficient Epipolar Consistency},
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 = {372},
publisher = {Springer Vieweg},
year = {2018},
url = {https://doi.org/10.1007/978-3-662-56537-7\_93},
doi = {10.1007/978-3-662-56537-7\_93},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/AichertBKM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagm/GeimerKBCDBM18,
author = {Tobias Geimer and
Paul J. Keall and
Katharina Breininger and
Vincent Caillet and
Michelle Dunbar and
Christoph Bert and
Andreas Maier},
editor = {Thomas Brox and
Andr{\'{e}}s Bruhn and
Mario Fritz},
title = {Decoupling Respiratory and Angular Variation in Rotational X-ray Scans
Using a Prior Bilinear Model},
booktitle = {Pattern Recognition - 40th German Conference, {GCPR} 2018, Stuttgart,
Germany, October 9-12, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11269},
pages = {583--594},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-12939-2\_40},
doi = {10.1007/978-3-030-12939-2\_40},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dagm/GeimerKBCDBM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/SindelBKHMK18,
author = {Aline Sindel and
Katharina Breininger and
Johannes K{\"{a}}{\ss}er and
Andreas Hess and
Andreas K. Maier and
Thomas K{\"{o}}hler},
title = {Learning from a Handful Volumes: {MRI} Resolution Enhancement with
Volumetric Super-Resolution Forests},
booktitle = {2018 {IEEE} International Conference on Image Processing, {ICIP} 2018,
Athens, Greece, October 7-10, 2018},
pages = {1453--1457},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICIP.2018.8451320},
doi = {10.1109/ICIP.2018.8451320},
timestamp = {Thu, 09 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/SindelBKHMK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KurzendorferBSB18,
author = {Tanja Kurzendorfer and
Katharina Breininger and
Stefan Steidl and
Alexander Brost and
Christoph Forman and
Andreas K. Maier},
title = {Myocardial Scar Segmentation in {LGE-MRI} using Fractal Analysis and
Random Forest Classification},
booktitle = {24th International Conference on Pattern Recognition, {ICPR} 2018,
Beijing, China, August 20-24, 2018},
pages = {3168--3173},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICPR.2018.8545636},
doi = {10.1109/ICPR.2018.8545636},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/KurzendorferBSB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BreiningerWKAPK18,
author = {Katharina Breininger and
Tobias W{\"{u}}rfl and
Tanja Kurzendorfer and
Shadi Albarqouni and
Marcus Pfister and
Markus Kowarschik and
Nassir Navab and
Andreas K. Maier},
editor = {Danail Stoyanov and
Zeike Taylor and
Simone Balocco and
Raphael Sznitman and
Anne L. Martel and
Lena Maier{-}Hein and
Luc Duong and
Guillaume Zahnd and
Stefanie Demirci and
Shadi Albarqouni and
Su{-}Lin Lee and
Stefano Moriconi and
Veronika Cheplygina and
Diana Mateus and
Emanuele Trucco and
Eric Granger and
Pierre Jannin},
title = {Multiple Device Segmentation for Fluoroscopic Imaging Using Multi-task
Learning},
booktitle = {Intravascular Imaging and Computer Assisted Stenting - and - Large-Scale
Annotation of Biomedical Data and Expert Label Synthesis - 7th Joint
International Workshop, {CVII-STENT} 2018 and Third International
Workshop, {LABELS} 2018, Held in Conjunction with {MICCAI} 2018, Granada,
Spain, September 16, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11043},
pages = {19--27},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01364-6\_3},
doi = {10.1007/978-3-030-01364-6\_3},
timestamp = {Sun, 25 Jul 2021 11:52:41 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BreiningerWKAPK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HuangWBLLM18,
author = {Yixing Huang and
Tobias W{\"{u}}rfl and
Katharina Breininger and
Ling Liu and
G{\"{u}}nter Lauritsch and
Andreas K. Maier},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Some Investigations on Robustness of Deep Learning in Limited Angle
Tomography},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11070},
pages = {145--153},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00928-1\_17},
doi = {10.1007/978-3-030-00928-1\_17},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/HuangWBLLM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-05518,
author = {Aline Sindel and
Katharina Breininger and
Johannes K{\"{a}}{\ss}er and
Andreas Hess and
Andreas K. Maier and
Thomas K{\"{o}}hler},
title = {Learning from a Handful Volumes: {MRI} Resolution Enhancement with
Volumetric Super-Resolution Forests},
journal = {CoRR},
volume = {abs/1802.05518},
year = {2018},
url = {http://arxiv.org/abs/1802.05518},
eprinttype = {arXiv},
eprint = {1802.05518},
timestamp = {Thu, 09 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-05518.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-03955,
author = {Bernhard Stimpel and
Christopher Syben and
Tobias W{\"{u}}rfl and
Katharina Breininger and
Katrin Mentl and
Jonathan Lommen and
Arnd D{\"{o}}rfler and
Andreas K. Maier},
title = {Projection image-to-image translation in hybrid X-ray/MR imaging},
journal = {CoRR},
volume = {abs/1804.03955},
year = {2018},
url = {http://arxiv.org/abs/1804.03955},
eprinttype = {arXiv},
eprint = {1804.03955},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-03955.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-11227,
author = {Tobias Geimer and
Paul J. Keall and
Katharina Breininger and
Vincent Caillet and
Michelle Dunbar and
Christoph Bert and
Andreas K. Maier},
title = {Decoupling Respiratory and Angular Variation in Rotational X-ray Scans
Using a Prior Bilinear Model},
journal = {CoRR},
volume = {abs/1804.11227},
year = {2018},
url = {http://arxiv.org/abs/1804.11227},
eprinttype = {arXiv},
eprint = {1804.11227},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-11227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-06287,
author = {Christopher Syben and
Bernhard Stimpel and
Katharina Breininger and
Tobias W{\"{u}}rfl and
Rebecca Fahrig and
Arnd D{\"{o}}rfler and
Andreas K. Maier},
title = {A Deep Learning Approach for Reconstruction Filter Kernel Discretization},
journal = {CoRR},
volume = {abs/1710.06287},
year = {2017},
url = {http://arxiv.org/abs/1710.06287},
eprinttype = {arXiv},
eprint = {1710.06287},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-06287.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-03345,
author = {Weilin Fu and
Katharina Breininger and
Tobias W{\"{u}}rfl and
Nishant Ravikumar and
Roman Schaffert and
Andreas K. Maier},
title = {Frangi-Net: {A} Neural Network Approach to Vessel Segmentation},
journal = {CoRR},
volume = {abs/1711.03345},
year = {2017},
url = {http://arxiv.org/abs/1711.03345},
eprinttype = {arXiv},
eprint = {1711.03345},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-03345.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/BreiningerMFFMS14,
author = {Katharina Breininger and
Andreas K. Maier and
Christoph Forman and
Wilhelm Flatz and
Catalina Me{\ss}mer and
Maria Schuster},
editor = {Thomas Martin Deserno and
Heinz Handels and
Hans{-}Peter Meinzer and
Thomas Tolxdorff},
title = {Alae Tracker},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2014, Algorithmen - Systeme
- Anwendungen, Proceedings des Workshops vom 16. bis 18. M{\"{a}}rz
2014 in Aachen},
series = {Informatik Aktuell},
pages = {336--341},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-642-54111-7\_62},
doi = {10.1007/978-3-642-54111-7\_62},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bildmed/BreiningerMFFMS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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