Uncertainty-Informed Deep Learning Models Enable High-Confidence Predictions for Digital Histopathology

James M Dolezal, Andrew Srisuwananukorn, Dmitry Karpeyev +13

A model's ability to express its own predictive uncertainty is an essential attribute for maintaining clinical user confidence as computational biomarkers are deployed into real-wo…