Counterfactual Diffusion Models for Mechanistic Explainability of Artificial Intelligence Models in Pathology

L Žigutytė, T Lenz, T Han, KJ Hewitt, NG Reitsam… - bioRxiv, 2024 - biorxiv.org
Background Deep learning can extract predictive and prognostic biomarkers from
histopathology whole slide images, but its interpretability remains elusive. Methods We …