Frauke Wilm

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)

Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation (2025) Öttl M, Wilm F, Steenpaß J, Qiu J, Rübner M, Fasching P, Maier A, et al. Unpublished / Preprint Analysing Diffusion Segmentation for Medical Images (2025) Öttl M, Mei S, Wilm F, Steenpaß J, Rübner M, Hartmann A, Beckmann M, et al. Unpublished / Preprint Rethinking U-net Skip Connections for Biomedical Image Segmentation (2025) Wilm F, Ammeling J, Öttl M, Fick RHJ, Aubreville M, Breininger K Unpublished / Preprint Domain generalization across tumor types, laboratories, and species — Insights from the 2022 edition of the Mitosis Domain Generalization Challenge (2024) Aubreville M, Stathonikos N, Donovan TA, Klopfleisch R, Ammeling J, Ganz J, Wilm F, et al. Journal article Multi-level cancer profiling through joint cell-graph representations (2024) Rivera Monroy L, Rist L, Wilm F, Ostalecki C, Baur A, Vera González J, Breininger K, Maier A Journal article Appearance-based Debiasing of Deep Learning Models in Medical Imaging (2024) Wilm F, Reimann MK, Taubmann O, Mühlberg A, Breininger K Conference contribution, Conference Contribution A comprehensive multi-domain dataset for mitotic figure detection (2023) Aubreville M, Wilm F, Stathonikos N, Breininger K, Donovan TA, Jabari S, Veta M, et al. Journal article Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation (2023) Qiu J, Wilm F, Öttl M, Schlereth M, Liu C, Heimann T, Aubreville M, Breininger K Conference contribution, Conference Contribution Pan-tumor T-lymphocyte detection using deep neural networks: Recommendations for transfer learning in immunohistochemistry (2023) Wilm F, Ihling C, Méhes G, Terracciano L, Puget C, Klopfleisch R, Schüffler P, et al. Journal article Mitosis domain generalization in histopathology images — The MIDOG challenge (2023) Aubreville M, Stathonikos N, Bertram CA, Klopfleisch R, ter Hoeve N, Ciompi F, Wilm F, et al. Journal article