Sylvain Berlemont

11 papers Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2022 — conf
Automatic Grading of Cervical Biopsies by Combining Full and Self-supervision.
ECCV Workshops (7)
Mélanie Lubrano, Tristan Lazard, Guillaume Balezo, Yaëlle Bellahsen-Harrar, Cécile Badoual, Sylvain Berlemont, Thomas Walter
2021 J jnl
Automatic Feature Selection for Improved Interpretability on Whole Slide Imaging.
Mach. Learn. Knowl. Extr.
Antoine Pirovano, Hippolyte Heuberger, Sylvain Berlemont, Saïd Ladjal, Isabelle Bloch
2021 J jnl
Computer-aided diagnosis tool for cervical cancer screening with weakly supervised localization and detection of abnormalities using adaptable and explainable classifier.
Medical Image Anal.
Antoine Pirovano, Leandro G. Almeida, Saïd Ladjal, Isabelle Bloch, Sylvain Berlemont
2021 J jnl
Deep Learning-based mitosis detection in breast cancer histologic samples.
CoRR
Michel Halmes, Hippolyte Heuberger, Sylvain Berlemont
2020 — conf
Improving Interpretability for Computer-Aided Diagnosis Tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-Based Explanations.
iMIMIC/MIL3ID/LABELS@MICCAI
Antoine Pirovano, Hippolyte Heuberger, Sylvain Berlemont, Saïd Ladjal, Isabelle Bloch
2020 J jnl
Improving Interpretability for Computer-aided Diagnosis tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-based Explanations.
CoRR
Antoine Pirovano, Hippolyte Heuberger, Sylvain Berlemont, Saïd Ladjal, Isabelle Bloch
2010 J jnl
Combining Local Filtering and Multiscale Analysis for Edge, Ridge, and Curvilinear Objects Detection.
IEEE Trans. Image Process.
Sylvain Berlemont, Jean-Christophe Olivo-Marin
2008 — conf
Detection of full length microtubules in live microscopy images.
ISBI
Sylvain Berlemont, Régis Tournebize, Aaron Bensimon, Jean-Christophe Olivo-Marin
2007 — conf
Detection of Curvilinear Objects in Noisy Image using Feature-Adapted Beamlet Transform.
ICASSP (1)
Sylvain Berlemont, Aaron Bensimon, Jean-Christophe Olivo-Marin
2007 — conf
Feature-Adapted Fast Slant Stack.
ICIP (4)
Sylvain Berlemont, Aaron Bensimon, Jean-Christophe Olivo-Marin
2006 J jnl
On the digital trail of mobile cells.
IEEE Signal Process. Mag.
Christophe Zimmer, Bo Zhang, Alexandre Dufour, Ayméric Thébaud, Sylvain Berlemont, Vannary Meas-Yedid, Jean-Christophe Olivo-Marin