François Cotton

According to our database, François Cotton authored at least 14 papers between 2010 and 2025.

Collaborative distances:

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

2025

Explainable monotonic networks and constrained learning for interpretable classification and weakly supervised anomaly detection.

Valentine Wargnier-Dauchelle, Thomas Grenier, Françoise Durand-Dubief, François Cotton, Michaël Sdika

Pattern Recognit., 2025

2023

A Weakly Supervised Gradient Attribution Constraint for Interpretable Classification and Anomaly Detection.

Valentine Wargnier-Dauchelle, Thomas Grenier, Françoise Durand-Dubief, François Cotton, Michaël Sdika

IEEE Trans. Medical Imaging, November, 2023

2021

Multiple sclerosis lesions segmentation from multiple experts: The MICCAI 2016 challenge dataset.

Olivier Commowick, Michaël Kain, Romain Casey, Roxana Ameli, Jean-Christophe Ferré, Anne Kerbrat, Thomas Tourdias, Frédéric Cervenansky, Sorina Camarasu-Pop, Tristan Glatard, Sandra Vukusic, Gilles Edan, Christian Barillot, Michel Dojat, François Cotton

NeuroImage, 2021

A More Interpretable Classifier For Multiple Sclerosis.

Valentine Wargnier-Dauchelle, Thomas Grenier, Françoise Durand-Dubief, François Cotton, Michaël Sdika

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

Constrained Tensor Decomposition for Longitudinal Analysis of Diffusion Imaging Data.

Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel

IEEE J. Biomed. Health Informatics, 2020

2019

Tensor Based Blind Source Separation in Longitudinal Magnetic Resonance Imaging Analysis.

Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2017

Multiparametric Non-Negative Matrix Factorization for Longitudinal Variations Detection in White-Matter Fiber Bundles.

Claudio Stamile, Gabriel Kocevar, François Cotton, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel

IEEE J. Biomed. Health Informatics, 2017

A genetic algorithm-based model for longitudinal changes detection in white matter fiber-bundles of patient with multiple sclerosis.

Claudio Stamile, Gabriel Kocevar, François Cotton, Dominique Sappey-Marinier

Comput. Biol. Medicine, 2017

2016

Longitudinal Neuroimaging Analysis Using Non-Negative Matrix Factorization.

Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel

Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

Classification of multiple sclerosis lesion evolution patterns a study based on unsupervised clustering of asynchronous time-series.

Simon Mure, Thomas Grenier, Charles R. G. Guttmann, François Cotton, Hugues Benoit-Cattin

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

White Matter Fiber-Bundle Analysis Using Non-negative Tensor Factorization.

Claudio Stamile, François Cotton, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel

Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

2015

A longitudinal model for variations detection in white matter fiber-bundles.

Claudio Stamile, Gabriel Kocevar, François Cotton, Salem Hannoun, Françoise Durand-Dubief, Carole Frindel, David Rousseau, Dominique Sappey-Marinier

Proceedings of the International Conference on Systems, Signals and Image Processing, 2015

2012

Implementation of an Absolute Brain $^{1}$H-MRS Quantification Method to Assess Different Tissue Alterations in Multiple Sclerosis.

Matthieu Bagory, Françoise Durand-Dubief, Danielle Ibarrola, Jean-Christophe Comte, François Cotton, Christian Confavreux, Dominique Sappey-Marinier

IEEE Trans. Biomed. Eng., 2012

2010

Sector-Switching Sonication Strategy for Accelerated HIFU Treatment of Prostate Cancer: <i>In Vitro</i> Experimental Validation.

Lorena Petrusca, Rares Salomir, Lucie Brasset, Françoise Chavrier, François Cotton, Jean-Yves Chapelon

IEEE Trans. Biomed. Eng., 2010