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Sylvain Berlemont
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2020 – today
- 2022
- [c5]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: 408-423 - 2021
- [j4]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): 243-262 (2021) - [j3]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: 102167 (2021) - [i2]Michel Halmes, Hippolyte Heuberger, Sylvain Berlemont:
Deep Learning-based mitosis detection in breast cancer histologic samples. CoRR abs/2109.00816 (2021) - 2020
- [c4]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: 43-53 - [i1]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 abs/2009.14001 (2020)
2010 – 2019
- 2010
- [j2]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): 74-84 (2010)
2000 – 2009
- 2008
- [c3]Sylvain Berlemont, Régis Tournebize
Detection of full length microtubules in live microscopy images. ISBI 2008: 851-854 - 2007
- [c2]Sylvain Berlemont, Aaron Bensimon, Jean-Christophe Olivo-Marin:
Detection of Curvilinear Objects in Noisy Image using Feature-Adapted Beamlet Transform. ICASSP (1) 2007: 1225-1228 - [c1]Sylvain Berlemont, Aaron Bensimon, Jean-Christophe Olivo-Marin:
Feature-Adapted Fast Slant Stack. ICIP (4) 2007: 57-60 - 2006
- [j1]Christophe Zimmer, Bo Zhang, Alexandre Dufour
On the digital trail of mobile cells. IEEE Signal Process. Mag. 23(3): 54-62 (2006)
Coauthor Index
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