Public evidence on AI products for digital pathology

How medical AI devices are evaluated: limitations and recommendations from an analysis of FDA approvals

Eric Q. Wu, Kevin Wu, Roxana Daneshjou et al. · Nature Medicine · 2021 · 429 citations

Biomedical Artificial Intelligence, Responsible Ai, Medicine +10

The impact of site-specific digital histology signatures on deep learning model accuracy and bias

Frederick M. Howard, James M. Dolezal, Sara Kochanny et al. · Nature Communications · 2021 · 258 citations · Full text

A Boosted Bayesian Multiresolution Classifier for Prostate Cancer Detection From Digitized Needle Biopsies

Scott Doyle, Michael D. Feldman, John Tomaszewski et al. · IEEE Transactions on Biomedical Engineering · 2010 · 257 citations

Engineering, Machine Learning, Biometrics +20

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

The NICE Evidence Standards Framework for digital health and care technologies – Developing and maintaining an innovative evidence framework with global impact

Harriet Unsworth, B.M. Dillon, Lucie Collinson et al. · Digital Health · 2021 · 129 citations · Full text