On the digital trail of mobile cells. - Christophe Zimmer; Bo Zhang 017; Alexandre Dufour; Ayméric Thébaud; Sylvain Berlemont; Vannary Meas-Yedid; Jean-Christophe Olivo-Marin (IEEE Signal Process. Mag., 2006)

Detection of Curvilinear Objects in Noisy Image using Feature-Adapted Beamlet Transform. - Sylvain Berlemont; Aaron Bensimon; Jean-Christophe Olivo-Marin (ICASSP (1), 2007)

Feature-Adapted Fast Slant Stack. - Sylvain Berlemont; Aaron Bensimon; Jean-Christophe Olivo-Marin (ICIP (4), 2007)

Detection of full length microtubules in live microscopy images. - Sylvain Berlemont; Régis Tournebize; Aaron Bensimon; Jean-Christophe Olivo-Marin (ISBI, 2008)

Combining Local Filtering and Multiscale Analysis for Edge, Ridge, and Curvilinear Objects Detection. - Sylvain Berlemont; Jean-Christophe Olivo-Marin (IEEE Trans. Image Process., 2010)

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)

Computer-aided diagnosis tool for cervical cancer screening with weakly supervised localization and detection of abnormalities using adaptable and explainable classifier. - Antoine Pirovano; Leandro G. Almeida; Saïd Ladjal; Isabelle Bloch; Sylvain Berlemont (Medical Image Anal., 2021)

Automatic Grading of Cervical Biopsies by Combining Full and Self-supervision. - Mélanie Lubrano; Tristan Lazard; Guillaume Balezo; Yaëlle Bellahsen-Harrar; Cécile Badoual; Sylvain Berlemont; Thomas Walter 003 (ECCV Workshops (7), 2022)