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Frauke Wilm
List of publications:
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Sonderforschungsbereich 1540: Erforschung der Mechanik des Gehirns (EBM): Verständnis, Engineering und Nutzung mechanischer Eigenschaften und Signale in der Entwicklung, Physiologie und Pathologie des zentralen Nervensystems
Juniorprofessur für Artificial Intelligence in Medical Imaging
Lehrstuhl für Informatik 5 (Mustererkennung)
Publications
(28)
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Journal article
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Book chapter / Article in edited volumes
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Reference Algorithms for the Mitosis Domain Generalization (MIDOG) 2022 Challenge (2023)
Ammeling J, Wilm F, Ganz J, Breininger K, Aubreville M
Conference contribution
Improved HER2 Tumor Segmentation with Subtype Balancing Using Deep Generative Networks (2023)
Öttl M, Steenpaß J, Rübner M, Geppert CI, Qiu J, Wilm F, Hartmann A, et al.
Conference contribution
Abstract: Pan-tumor CAnine CuTaneous Cancer Histology (CATCH) Dataset (2023)
Wilm F, Fragoso M, Marzahl C, Qiu J, Puget C, Diehl L, Bertram CA, et al.
Conference contribution
Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology (2023)
Wilm F, Fragoso M, Bertram CA, Stathonikos N, Ottl M, Qiu J, Klopfleisch R, et al.
Conference contribution
Multi-scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset (2023)
Wilm F, Fragoso M, Bertram CA, Stathonikos N, Öttl M, Qiu J, Klopfleisch R, et al.
Conference contribution
Automated diagnosis of 7 canine skin tumors using machine learning on H&E-stained whole slide images (2023)
Fragoso-Garcia M, Wilm F, Bertram CA, Merz S, Schmidt A, Donovan T, Fuchs-Baumgartinger A, et al.
Journal article
Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset (2022)
Wilm F, Fragoso M, Marzahl C, Qiu J, Puget C, Diehl L, Bertram CA, et al.
Journal article
Inter-species cell detection - datasets on pulmonary hemosiderophages in equine, human and feline specimens (2022)
Marzahl C, Hill J, Stayt J, Bienzle D, Welker L, Wilm F, Voigt J, et al.
Journal article
Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification (2022)
Wilm F, Benz M, Bruns V, Baghdadlian S, Dexl J, Hartmann D, Kuritcyn P, et al.
Journal article
Computer-assisted mitotic count using a deep learning–based algorithm improves interobserver reproducibility and accuracy (2022)
Bertram CA, Aubreville M, Donovan TA, Bartel A, Wilm F, Marzahl C, Assenmacher CA, et al.
Journal article
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