Frauke Wilm

Mitosis domain generalization in histopathology images — The MIDOG challenge

Marc Aubreville, Nikolas Stathonikos, Christof Bertram et al. · Medical Image Analysis · 2022 · 138 citations · Full text

Stain Normalization, Engineering, Cell Division +12

Computer-assisted mitotic count using a deep learning–based algorithm improves interobserver reproducibility and accuracy

Christof Bertram, Marc Aubreville, Taryn Donovan et al. · Veterinary Pathology · 2021 · 60 citations · Full text

Engineering, Machine Learning, Digital Pathology +21

A comprehensive multi-domain dataset for mitotic figure detection

Marc Aubreville, Frauke Wilm, Nikolas Stathonikos et al. · Scientific Data · 2023 · 52 citations · Full text

Automated diagnosis of 7 canine skin tumors using machine learning on H&E-stained whole slide images

Marco Fragoso‐Garcia, Frauke Wilm, Christof Bertram et al. · Veterinary Pathology · 2023 · 28 citations · Full text

Domain generalization across tumor types, laboratories, and species — Insights from the 2022 edition of the Mitosis Domain Generalization Challenge

Marc Aubreville, Nikolas Stathonikos, Taryn Donovan et al. · Medical Image Analysis · 2024 · 28 citations · Full text