Sylvain Berlemont

According to our database, Sylvain Berlemont authored at least 10 papers between 2006 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

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

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

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 Feature Selection for Improved Interpretability on Whole Slide Imaging.

Antoine Pirovano, Hippolyte Heuberger, Sylvain Berlemont, Saïd Ladjal, Isabelle Bloch

Mach. Learn. Knowl. Extr., 2021

Deep Learning-based mitosis detection in breast cancer histologic samples.

Michel Halmes, Hippolyte Heuberger, Sylvain Berlemont

CoRR, 2021

2020

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

Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

2010

Combining Local Filtering and Multiscale Analysis for Edge, Ridge, and Curvilinear Objects Detection.

Sylvain Berlemont, Jean-Christophe Olivo-Marin

IEEE Trans. Image Process., 2010

2008

Detection of full length microtubules in live microscopy images.

Sylvain Berlemont, Régis Tournebize, Aaron Bensimon, Jean-Christophe Olivo-Marin

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007

Feature-Adapted Fast Slant Stack.

Sylvain Berlemont, Aaron Bensimon, Jean-Christophe Olivo-Marin

Proceedings of the International Conference on Image Processing, 2007

Detection of Curvilinear Objects in Noisy Image using Feature-Adapted Beamlet Transform.

Sylvain Berlemont, Aaron Bensimon, Jean-Christophe Olivo-Marin

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

On the digital trail of mobile cells.

Christophe Zimmer, Bo Zhang, Alexandre Dufour, Ayméric Thébaud, Sylvain Berlemont, Vannary Meas-Yedid, Jean-Christophe Olivo-Marin

IEEE Signal Process. Mag., 2006