Federated Survival Analysis with Discrete-Time Cox Models. - Mathieu Andreux; Andre Manoel; Romuald Menuet; Charlie Saillard; Chloé Simpson (CoRR, 2020)

Self-supervised learning improves dMMR/MSI detection from histology slides across multiple cancers. - Charlie Saillard; Olivier Dehaene; Tanguy Marchand; Olivier Moindrot; Aurélie Kamoun; Benoit Schmauch; Simon Jégou (COMPAY@MICCAI, 2021)

Phikon-v2, A large and public feature extractor for biomarker prediction. - Alexandre Filiot; Paul Jacob; Alice Mac Kain; Charlie Saillard (CoRR, 2024)

Distilling foundation models for robust and efficient models in digital pathology. - Alexandre Filiot; Nicolas Dop; Oussama Tchita; Auriane Riou; Rémy Dubois; Thomas Peeters; Daria Valter; Marin Scalbert; Charlie Saillard; Geneviève Robin; Antoine Olivier (CoRR, 2025)