Spatio-Temporal Analysis of Patient-Derived Organoid Videos Using Deep Learning for the Prediction of Drug Efficacy. - Leo Fillioux; Emilie Gontran; Jérôme Cartry; Jacques RR Mathieu; Sabrina Bedja; Alice Boilève; Paul-Henry Cournède; Fanny Jaulin; Stergios Christodoulidis; Maria Vakalopoulou (ICCV (Workshops), 2023)

Structured State Space Models for Multiple Instance Learning in Digital Pathology. - Leo Fillioux; Joseph Boyd; Maria Vakalopoulou; Paul-Henry Cournède; Stergios Christodoulidis (MICCAI (1), 2023)

Are foundation models for computer vision good conformal predictors? - Leo Fillioux; Julio Silva-Rodríguez; Ismail Ben Ayed; Paul-Henry Cournède; Maria Vakalopoulou; Stergios Christodoulidis; Jose Dolz (CoRR, 2024)

Full Conformal Adaptation of Medical Vision-Language Models. - Julio Silva-Rodríguez; Leo Fillioux; Paul-Henry Cournède; Maria Vakalopoulou; Stergios Christodoulidis; Ismail Ben Ayed; Jose Dolz (IPMI (2), 2025)

THUNDER: Tile-level Histopathology image UNDERstanding benchmark. - Pierre Marza; Leo Fillioux; Sofiène Boutaj; Kunal Mahatha; Christian Desrosiers; Pablo Piantanida; Jose Dolz; Stergios Christodoulidis; Maria Vakalopoulou (CoRR, 2025)