Stéphanie Petit

According to our database, Stéphanie Petit authored at least 5 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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., September, 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

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

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

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

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

Proceedings of the Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis - MICCAI 2021 Challenges: MIDOG 2021, MOOD 2021, and Learn2Reg 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021