Antoine Pirovano

Improving Interpretability for Computer-aided Diagnosis tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-based Explanations

Isabelle Bloch, Sylvain Berlemont, Antoine Pirovano, 2020, iMIMIC/MIL3iD/LABELS@MICCAI.

Regression Constraint for an Explainable Cervical Cancer Classifier pdf

Antoine Pirovano, Said Ladjal, Leandro G. Almeida, 2019, ArXiv.

Computer-aided diagnosis tool for cervical cancer screening with weakly supervised localization and detection of abnormalities using adaptable and explainable classifier

Saïd Ladjal, Isabelle Bloch, Sylvain Berlemont, 2021, Medical Image Anal..

Automatic Feature Selection for Improved Interpretability on Whole Slide Imaging

Saïd Ladjal, Isabelle Bloch, Sylvain Berlemont, 2021, Mach. Learn. Knowl. Extr..