A Decentralized Framework for Biostatistics and Privacy Concerns. - Paul Mangold; Alexandre Filiot; Mouhamed Moussa; Vincent Sobanski; Grégoire Ficheur; Paul Andrey; Antoine Lamer (EFMI-STC, 2020)

Distribution-Based Similarity Measures Applied to Laboratory Results Matching. - Martin Courtois; Alexandre Filiot; Grégoire Ficheur (EFMI-STC, 2021)

Specifications for the Routine Implementation of Federated Learning in Hospitals Networks. - Antoine Lamer; Alexandre Filiot; Yannick Bouillard; Paul Mangold; Paul Andrey; Jessica Schiro (MIE, 2021)

Multi-view Clustering of Heterogeneous Health Data: Application to Systemic Sclerosis. - Adán José García; Julie Jacques; Alexandre Filiot; Julia Handl; David Launay; Vincent Sobanski; Clarisse Dhaenens (PPSN (2), 2022)

Visualization of medical concepts represented using word embeddings: a scoping review. - Naima Oubenali; Sabrina Messaoud; Alexandre Filiot; Antoine Lamer; Paul Andrey (BMC Medical Informatics Decis. Mak., 2022)

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)