Improving Interpretability for Computer-Aided Diagnosis Tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-Based Explanations. - Antoine Pirovano; Hippolyte Heuberger; Sylvain Berlemont; Saïd Ladjal; Isabelle Bloch (iMIMIC/MIL3ID/LABELS@MICCAI, 2020)

Deep Learning-based mitosis detection in breast cancer histologic samples. - Michel Halmes; Hippolyte Heuberger; Sylvain Berlemont (CoRR, 2021)

Automatic Feature Selection for Improved Interpretability on Whole Slide Imaging. - Antoine Pirovano; Hippolyte Heuberger; Sylvain Berlemont; Saïd Ladjal; Isabelle Bloch (Mach. Learn. Knowl. Extr., 2021)