Stéphanie Petit

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

Weakly Supervised

Top Venues

Comput. Medical Imaging Graph.

MIDOG/MOOD/Learn2Reg@MICCAI

Publications

Guillaume Balezo, Christof A. Bertram, Cyprien Tilmant, Stéphanie Petit, Saima Ben Hadj, Rutger H. J. Fick
Enabling Collagen Quantification on HE-Stained Slides through Stain Deconvolution and Restained HE-HES. ISBI (2023)
Manh Dan Pham, Guillaume Balezo, Cyprien Tilmant, Stéphanie Petit, Isabelle Salmon, Saïma Ben Hadj, Rutger H. J. Fick
Interpretable HER2 scoring by evaluating clinical guidelines through a weakly supervised, constrained deep learning approach. Comput. Medical Imaging Graph. 108 (2023)
Guillaume Balezo, Christof A. Bertram, Cyprien Tilmant, Stéphanie Petit, Saima Ben Hadj, Rutger H. J. Fick
Enabling Collagen Quantification on HE-stained Slides Through Stain Deconvolution and Restained HE-HES. CoRR (2022)
Manh Dan Pham, Cyprien Tilmant, Stéphanie Petit, Isabelle Salmon, Saima Ben Hadj, Rutger H. J. Fick
Interpretable HER2 scoring by evaluating clinical Guidelines through a weakly supervised, constrained Deep Learning Approach. CoRR (2022)
Gauthier Roy, Jules Dedieu, Capucine Bertrand, Alireza Moshayedi, Ali Mammadov, Stéphanie Petit, Saima Ben Hadj, Rutger H. J. Fick
Robust Mitosis Detection Using a Cascade Mask-RCNN Approach With Domain-Specific Residual Cycle-GAN Data Augmentation. CoRR (2021)
Rutger H. J. Fick, Alireza Moshayedi, Gauthier Roy, Jules Dedieu, Stéphanie Petit, Saima Ben Hadj
Domain-Specific Cycle-GAN Augmentation Improves Domain Generalizability for Mitosis Detection. MIDOG/MOOD/Learn2Reg@MICCAI (2021)