Domain-Specific Cycle-GAN Augmentation Improves Domain Generalizability for Mitosis Detection. - Rutger H. J. Fick; Alireza Moshayedi; Gauthier Roy; Jules Dedieu; Stéphanie Petit; Saima Ben Hadj (MIDOG/MOOD/Learn2Reg@MICCAI, 2021)

Robust Mitosis Detection Using a Cascade Mask-RCNN Approach With Domain-Specific Residual Cycle-GAN Data Augmentation. - Gauthier Roy; Jules Dedieu; Capucine Bertrand; Alireza Moshayedi; Ali Mammadov; Stéphanie Petit; Saima Ben Hadj; Rutger H. J. Fick (CoRR, 2021)

Interpretable HER2 scoring by evaluating clinical Guidelines through a weakly supervised, constrained Deep Learning Approach. - Manh Dan Pham; Cyprien Tilmant; Stéphanie Petit; Isabelle Salmon; Saima Ben Hadj; Rutger H. J. Fick (CoRR, 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)