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Frauke Wilm
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2020 – today
- 2024
- [j2]Marc Aubreville
, Nikolas Stathonikos, Taryn A. Donovan, Robert Klopfleisch, Jonas Ammeling, Jonathan Ganz, Frauke Wilm, Mitko Veta, Samir Jabari, Markus Eckstein, Jonas Annuscheit, Christian Krumnow, Engin Bozaba, Sercan Çayir, Hongyan Gu, Xiang Anthony Chen, Mostafa Jahanifar, Adam Shephard, Satoshi Kondo, Satoshi Kasai, Sujatha Kotte, VG Saipradeep, Maxime W. Lafarge, Viktor H. Koelzer, Ziyue Wang, Yongbing Zhang, Sen Yang, Xiyue Wang, Katharina Breininger, Christof A. Bertram:
Domain generalization across tumor types, laboratories, and species - Insights from the 2022 edition of the Mitosis Domain Generalization Challenge. Medical Image Anal. 94: 103155 (2024) - [c18]Jingna Qiu, Frauke Wilm, Mathias Öttl, Maja Schlereth, Chang Liu, Tobias Heimann, Marc Aubreville, Katharina Breininger:
Abstract: Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation. Bildverarbeitung für die Medizin 2024: 11 - [c17]Frauke Wilm
Appearance-based Debiasing of Deep Learning Models in Medical Imaging. Bildverarbeitung für die Medizin 2024: 19-24 - [c16]Marc Aubreville, Frauke Wilm, Nikolas Stathonikos, Katharina Breininger, Taryn A. Donovan, Samir Jabari, Robert Klopfleisch, Mitko Veta, Jonathan Ganz, Jonas Ammeling, Paul J. van Diest, Christof A. Bertram:
Abstract: Comprehensive Multi-domain Dataset for Mitotic Figure Detection. Bildverarbeitung für die Medizin 2024: 136 - [c15]Mathias Öttl, Frauke Wilm, Jana Steenpass, Jingna Qiu, Matthias Rübner, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas Maier, Ramona Erber, Bernhard Kainz, Katharina Breininger:
Style-Extracting Diffusion Models for Semi-supervised Histopathology Segmentation. ECCV (75) 2024: 236-252 - [c14]Jingna Qiu, Marc Aubreville, Frauke Wilm, Mathias Öttl, Jonas Utz, Maja Schlereth, Katharina Breininger:
Leveraging Image Captions for Selective Whole Slide Image Annotation. MICCAI (12) 2024: 207-217 - [i18]Frauke Wilm, Jonas Ammeling, Mathias Öttl, Rutger H. J. Fick, Marc Aubreville, Katharina Breininger:
Rethinking U-net Skip Connections for Biomedical Image Segmentation. CoRR abs/2402.08276 (2024) - [i17]Mathias Öttl, Frauke Wilm, Jana Steenpass, Jingna Qiu, Matthias Rübner, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Bernhard Kainz, Katharina Breininger:
Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation. CoRR abs/2403.14429 (2024) - [i16]Mathias Öttl, Siyuan Mei, Frauke Wilm, Jana Steenpass, Matthias Rübner, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger:
Analysing Diffusion Segmentation for Medical Images. CoRR abs/2403.14440 (2024) - [i15]Jingna Qiu, Marc Aubreville, Frauke Wilm, Mathias Öttl, Jonas Utz, Maja Schlereth, Katharina Breininger:
Leveraging image captions for selective whole slide image annotation. CoRR abs/2407.06363 (2024) - [i14]Frauke Wilm, Mathias Öttl, Marc Aubreville, Katharina Breininger:
Domain and Content Adaptive Convolutions for Cross-Domain Adenocarcinoma Segmentation. CoRR abs/2409.09797 (2024) - 2023
- [j1]Marc Aubreville
Mitosis domain generalization in histopathology images - The MIDOG challenge. Medical Image Anal. 84: 102699 (2023) - [c13]Marc Aubreville, Nikolas Stathonikos, Christof A. Bertram, Robert Klopfleisch, Natalie ter Hoeve, Francesco Ciompi, Frauke Wilm, Christian Marzahl, Taryn A. Donovan, Andreas K. Maier, Mitko Veta, Katharina Breininger:
Abstract: the MIDOG Challenge 2021 - Mitosis Domain Generalization in Histopathology Images. Bildverarbeitung für die Medizin 2023: 115 - [c12]Frauke Wilm, Marco Fragoso, Christian Marzahl, Jingna Qiu, Chloé Puget, Laura Diehl, Christof A. Bertram, Robert Klopfleisch, Andreas K. Maier, Katharina Breininger, Marc Aubreville:
Abstract: Pan-tumor CAnine CuTaneous Cancer Histology (CATCH) Dataset. Bildverarbeitung für die Medizin 2023: 205 - [c11]Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch, Andreas K. Maier, Katharina Breininger, Marc Aubreville:
Multi-scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset. Bildverarbeitung für die Medizin 2023: 206-211 - [c10]Mathias Öttl, Jana Steenpass, Matthias Rübner, Carol I. Geppert, Jingna Qiu, Frauke Wilm, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas Maier, Ramona Erber, Katharina Breininger:
Improved HER2 Tumor Segmentation with Subtype Balancing Using Deep Generative Networks. ISBI 2023: 1-5 - [c9]Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch
Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology. ISBI 2023: 1-5 - [c8]Jingna Qiu
Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation. MICCAI (2) 2023: 90-100 - [d2]Frauke Wilm
Multi-Scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset. Zenodo, 2023 - [d1]Frauke Wilm
Pan-Tumor T-Lymphocyte Detection Dataset. Zenodo, 2023 - [i13]Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch
Multi-Scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset. CoRR abs/2301.04423 (2023) - [i12]Jingna Qiu, Frauke Wilm, Mathias Öttl, Maja Schlereth, Chang Liu, Tobias Heimann, Marc Aubreville, Katharina Breininger:
Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation. CoRR abs/2307.07168 (2023) - [i11]Marc Aubreville, Nikolas Stathonikos, Taryn A. Donovan, Robert Klopfleisch
Domain generalization across tumor types, laboratories, and species - insights from the 2022 edition of the Mitosis Domain Generalization Challenge. CoRR abs/2309.15589 (2023) - 2022
- [c7]Jonas Ammeling, Frauke Wilm, Jonathan Ganz
Reference Algorithms for the Mitosis Domain Generalization (MIDOG) 2022 Challenge. MIDOG/DRAC@MICCAI 2022: 201-205 - [i10]Frauke Wilm, Marco Fragoso, Christian Marzahl, Jingna Qiu, Christof A. Bertram, Robert Klopfleisch, Andreas K. Maier, Katharina Breininger, Marc Aubreville:
Pan-Tumor CAnine cuTaneous Cancer Histology (CATCH) Dataset. CoRR abs/2201.11446 (2022) - [i9]Marc Aubreville, Nikolas Stathonikos, Christof A. Bertram, Robert Klopfleisch
Mitosis domain generalization in histopathology images - The MIDOG challenge. CoRR abs/2204.03742 (2022) - [i8]Mathias Öttl, Jana Mönius, Matthias Rübner, Carol I. Geppert, Jingna Qiu, Frauke Wilm, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger:
Improved HER2 Tumor Segmentation with Subtype Balancing using Deep Generative Networks. CoRR abs/2211.06150 (2022) - [i7]Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch
Mind the Gap: Scanner-induced domain shifts pose challenges for representation learning in histopathology. CoRR abs/2211.16141 (2022) - 2021
- [c6]Christof A. Bertram, Taryn A. Donovan, Marco Tecilla, Florian Bartenschlager
Dataset on Bi- and Multi-nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors. Bildverarbeitung für die Medizin 2021: 134-139 - [c5]Christian Marzahl
Cell Detection for Asthma on Partially Annotated Whole Slide Images - Learning to be EXACT. Bildverarbeitung für die Medizin 2021: 147-152 - [c4]Frauke Wilm, Christof A. Bertram, Christian Marzahl
Influence of Inter-Annotator Variability on Automatic Mitotic Figure Assessment. Bildverarbeitung für die Medizin 2021: 241-246 - [c3]Christian Marzahl, Frauke Wilm, Franz F. Dressler, Lars Tharun, Sven Perner, Christof A. Bertram, Christine Kröger, Jörn Voigt, Robert Klopfleisch, Andreas K. Maier, Marc Aubreville, Katharina Breininger:
Robust Quad-Tree based Registration on Whole Slide Images. COMPAY@MICCAI 2021: 181-190 - [c2]Luisa Theelke
Iterative Cross-Scanner Registration for Whole Slide Images. ICCVW 2021: 582-590 - [c1]Frauke Wilm
Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization Challenge. MIDOG/MOOD/Learn2Reg@MICCAI 2021: 5-13 - [i6]Christof A. Bertram, Taryn A. Donovan, Marco Tecilla, Florian Bartenschlager, Marco Fragoso, Frauke Wilm, Christian Marzahl, Katharina Breininger, Andreas Maier, Robert Klopfleisch, Marc Aubreville:
Dataset on Bi- and Multi-Nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors. CoRR abs/2101.01445 (2021) - [i5]Christian Marzahl, Christof A. Bertram, Frauke Wilm, Jörn Voigt, Ann K. Barton, Robert Klopfleisch, Katharina Breininger, Andreas Maier, Marc Aubreville:
Learning to be EXACT, Cell Detection for Asthma on Partially Annotated Whole Slide Images. CoRR abs/2101.04943 (2021) - [i4]Frauke Wilm, Michaela Benz, Volker Bruns
Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification. CoRR abs/2106.15893 (2021) - [i3]Christian Marzahl, Jenny Hill, Jason Stayt, Dorothee Bienzle, Lutz Welker, Frauke Wilm, Jörn Voigt, Marc Aubreville, Andreas K. Maier, Robert Klopfleisch, Katharina Breininger, Christof A. Bertram:
Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimens. CoRR abs/2108.08529 (2021) - [i2]Frauke Wilm, Katharina Breininger, Marc Aubreville:
Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization (MIDOG) Challenge. CoRR abs/2108.11269 (2021) - 2020
- [i1]Frauke Wilm, Christof A. Bertram, Christian Marzahl, Alexander Bartel, Taryn A. Donovan, Charles-Antoine Assenmacher, Kathrin Becker, Mark Bennett, Sarah Corner, Brieuc Cossic, Daniela Denk, Martina Dettwiler, Beatriz Garcia Gonzalez, Corinne Gurtner, Annika Lehmbecker, Sophie Merz, Stephanie Plog, Anja Schmidt, Rebecca C. Smedley, Marco Tecilla, Tuddow Thaiwong, Katharina Breininger, Matti Kiupel, Andreas Maier, Robert Klopfleisch, Marc Aubreville:
How Many Annotators Do We Need? - A Study on the Influence of Inter-Observer Variability on the Reliability of Automatic Mitotic Figure Assessment. CoRR abs/2012.02495 (2020)
Coauthor Index
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last updated on 2024-11-11 22:23 CET by the dblp team
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