Deep learning for colon cancer histopathological images analysis. - Amina Ben Hamida; Maxime Devanne; Jonathan Weber; Caroline Truntzer; Valentin Derangère; François Ghiringhelli; Germain Forestier; Cédric Wemmert (Comput. Biol. Medicine, 2021)

Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation. - Amina Ben Hamida; Maxime Devanne; Jonathan Weber; Caroline Truntzer; Valentin Derangère; François Ghiringhelli; Germain Forestier; Cédric Wemmert (Artif. Intell. Medicine, 2022)

Inter-Semantic Domain Adversarial in Histopathological Images. - Nicolas Dumas; Valentin Derangère; Laurent Arnould; Sylvain Ladoire; Louis-Oscar Morel; Nathan Vinçon (CoRR, 2022)

Comparison of deep learning architectures for colon cancer mutation detection. - Robin Heckenauer; Jonathan Weber; Cédric Wemmert; Caroline Truntzer; Valentin Derangère; François Ghiringhelli; Michel Hassenforder; Pierre-Alain Muller; Germain Forestier (CBMS, 2023)

MultiVarNet - Predicting Tumour Mutational Status at the Protein Level. - Louis-Oscar Morel; Muhammad Muzammel; Nathan Vinçon; Valentin Derangère; Sylvain Ladoire; Jens Rittscher (MICCAI (3), 2024)

UWarp: A Whole Slide Image Registration Pipeline to Characterize Scanner-Induced Local Domain Shift. - Antoine Schieb; Bilal Hadjadji; Daniel Tshokola Mweze; Natalia Fernanda Valderrama; Valentin Derangère; Laurent Arnould; Sylvain Ladoire; Alain Lalande; Louis-Oscar Morel; Nathan Vinçon (CoRR, 2025)