Adam Shephard

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

TIAToolbox as an end-to-end library for advanced tissue image analytics

Johnathan Pocock, Simon Graham, Quoc Dang Vu et al. · Communications Medicine · 2022 · 99 citations · Full text

Mitosis detection, fast and slow: Robust and efficient detection of mitotic figures

Mostafa Jahanifar, Adam Shephard, Neda Zamanitajeddin et al. · Medical Image Analysis · 2024 · 35 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +28

A fully automated and explainable algorithm for predicting malignant transformation in oral epithelial dysplasia

Adam Shephard, Raja Muhammad Saad Bashir, Hanya Mahmood et al. · npj Precision Oncology · 2024 · 30 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