A Partial Label-Based Machine Learning Approach For Cervical Whole-Slide Image Classification: The Winning TissueNet Solution*. - Rutger H. J. Fick; Brice Tayart; Capucine Bertrand; Solene Chan-Lang; Tina Rey; Francesco Ciompi; Cyprien Tilmant; Isabelle Farré; Saima Ben Hadj (EMBC, 2021)

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)

Mitosis domain generalization in histopathology images - The MIDOG challenge. - Marc Aubreville; Nikolas Stathonikos; Christof A. Bertram; Robert Klopfleisch; Natalie D. ter Hoeve; Francesco Ciompi; Frauke Wilm; Christian Marzahl; Taryn A. Donovan; Andreas K. Maier; Jack Breen; Nishant Ravikumar; et al. (CoRR, 2022)

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)

Deep Learning-based Subtyping of Atypical and Normal Mitoses using a Hierarchical Anchor-free Object Detector. - Marc Aubreville; Jonathan Ganz; Jonas Ammeling; Taryn A. Donovan; Rutger H. J. Fick; Katharina Breininger; Christof A. Bertram (Bildverarbeitung für die Medizin, 2023)

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)

Mitosis domain generalization in histopathology images - The MIDOG challenge. - Marc Aubreville; Nikolas Stathonikos; Christof A. Bertram; Robert Klopfleisch; Natalie D. ter Hoeve; Francesco Ciompi; Frauke Wilm; Christian Marzahl; Taryn A. Donovan; Andreas K. Maier; Jack Breen; Nishant Ravikumar; et al. (Medical Image Anal., 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)

Rethinking U-net Skip Connections for Biomedical Image Segmentation. - Frauke Wilm; Jonas Ammeling; Mathias Öttl; Rutger H. J. Fick; Marc Aubreville; Katharina Breininger (CoRR, 2024)