Sylvain Berlemont

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 6

Top Topics

Computer Aided Diagnosis

Lesion Detection

Top Venues

ECCV Workshops (7)

Medical Image Anal.

Mach. Learn. Knowl. Extr.

Publications

Mélanie Lubrano, Tristan Lazard, Guillaume Balezo, Yaëlle Bellahsen-Harrar, Cécile Badoual, Sylvain Berlemont, Thomas Walter
Automatic Grading of Cervical Biopsies by Combining Full and Self-supervision. ECCV Workshops (7) (2022)
Michel Halmes, Hippolyte Heuberger, Sylvain Berlemont
Deep Learning-based mitosis detection in breast cancer histologic samples. CoRR (2021)
Antoine Pirovano, Hippolyte Heuberger, Sylvain Berlemont, Saïd Ladjal, Isabelle Bloch
Automatic Feature Selection for Improved Interpretability on Whole Slide Imaging. Mach. Learn. Knowl. Extr. 3 (1) (2021)
Antoine Pirovano, Leandro G. Almeida, Saïd Ladjal, Isabelle Bloch, Sylvain Berlemont
Computer-aided diagnosis tool for cervical cancer screening with weakly supervised localization and detection of abnormalities using adaptable and explainable classifier. Medical Image Anal. 73 (2021)
Antoine Pirovano, Hippolyte Heuberger, Sylvain Berlemont, Saïd Ladjal, Isabelle Bloch
Improving Interpretability for Computer-Aided Diagnosis Tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-Based Explanations. iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Antoine Pirovano, Hippolyte Heuberger, Sylvain Berlemont, Saïd Ladjal, Isabelle Bloch
Improving Interpretability for Computer-aided Diagnosis tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-based Explanations. CoRR (2020)
Sylvain Berlemont, Jean-Christophe Olivo-Marin
Combining Local Filtering and Multiscale Analysis for Edge, Ridge, and Curvilinear Objects Detection. IEEE Trans. Image Process. 19 (1) (2010)
Sylvain Berlemont, Régis Tournebize, Aaron Bensimon, Jean-Christophe Olivo-Marin
Detection of full length microtubules in live microscopy images. ISBI (2008)
Sylvain Berlemont, Aaron Bensimon, Jean-Christophe Olivo-Marin
Detection of Curvilinear Objects in Noisy Image using Feature-Adapted Beamlet Transform. ICASSP (1) (2007)
Sylvain Berlemont, Aaron Bensimon, Jean-Christophe Olivo-Marin
Feature-Adapted Fast Slant Stack. ICIP (4) (2007)
Christophe Zimmer, Bo Zhang, Alexandre Dufour, Ayméric Thébaud, Sylvain Berlemont, Vannary Meas-Yedid, Jean-Christophe Olivo-Marin
On the digital trail of mobile cells. IEEE Signal Process. Mag. 23 (3) (2006)