1 citations · 1 across the 3 of their papers we have counts for
3 papers
Enabling Collagen Quantification on HE-stained Slides Through Stain Deconvolution and Restained HE-HES
Guillaume Balezo, Christof A. Bertram, Cyprien Tilmant +3
In histology, the presence of collagen in the extra-cellular matrix has both diagnostic and prognostic value for cancer malignancy, and can be highlighted by adding Saffron (S) to…
Interpretable HER2 scoring by evaluating clinical Guidelines through a weakly supervised, constrained Deep Learning Approach
Manh Dan Pham, Cyprien Tilmant, Stéphanie Petit +3
The evaluation of the Human Epidermal growth factor Receptor-2 (HER2) expression is an important prognostic biomarker for breast cancer treatment selection. However, HER2 scoring h…
Robust Mitosis Detection Using a Cascade Mask-RCNN Approach With Domain-Specific Residual Cycle-GAN Data Augmentation
Gauthier Roy, Jules Dedieu, Capucine Bertrand +5
For the MIDOG mitosis detection challenge, we created a cascade algorithm consisting of a Mask-RCNN detector, followed by a classification ensemble consisting of ResNet50 and Dense…