Explainable machine learning relates histological to genomic pathology
John C. Connelly, Bárbara Hernando, Juliet Luft, Craig J. Anderson, Peter Bankhead, Frances Connor, S R I AITKEN, Colin A M Semple, Paul Flicek, Duncan T. Odom, Martin S. Taylor, Sarah J. Aitken
This paper uses machine learning to predict genomic alterations from H&E images of liver tumors, revealing genotype-phenotype links and highlighting genetic background limitations.
bioRxiv · Aug 9, 2026 · PreprintPathology