Automatic Grading of Cervical Biopsies by Combining Full and Self-supervision. - Mélanie Lubrano; Tristan Lazard; Guillaume Balezo; Yaëlle Bellahsen-Harrar; Cécile Badoual; Sylvain Berlemont; Thomas Walter 003 (ECCV Workshops (7), 2022)

Enabling Collagen Quantification on HE-Stained Slides through Stain Deconvolution and Restained HE-HES. - Guillaume Balezo; Christof A. Bertram; Cyprien Tilmant; Stéphanie Petit; Saima Ben Hadj; Rutger H. J. Fick (ISBI, 2023)

Interpretable HER2 scoring by evaluating clinical guidelines through a weakly supervised, constrained deep learning approach. - Manh Dan Pham; Guillaume Balezo; Cyprien Tilmant; Stéphanie Petit; Isabelle Salmon; Saïma Ben Hadj; Rutger H. J. Fick (Comput. Medical Imaging Graph., 2023)

MIPHEI-ViT: Multiplex Immunofluorescence Prediction from H&E Images using ViT Foundation Models. - Guillaume Balezo; Roger Trullo; Albert Pla Planas; Etienne Decencière; Thomas Walter 003 (CoRR, 2025)