François Cotton

14 papers Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Explainable monotonic networks and constrained learning for interpretable classification and weakly supervised anomaly detection.
Pattern Recognit.
Valentine Wargnier-Dauchelle, Thomas Grenier, Françoise Durand-Dubief, François Cotton, Michaël Sdika
2023 J jnl
A Weakly Supervised Gradient Attribution Constraint for Interpretable Classification and Anomaly Detection.
IEEE Trans. Medical Imaging
Valentine Wargnier-Dauchelle, Thomas Grenier, Françoise Durand-Dubief, François Cotton, Michaël Sdika
2021 — conf
A More Interpretable Classifier For Multiple Sclerosis.
ISBI
Valentine Wargnier-Dauchelle, Thomas Grenier, Françoise Durand-Dubief, François Cotton, Michaël Sdika
2021 J jnl
Multiple sclerosis lesions segmentation from multiple experts: The MICCAI 2016 challenge dataset.
NeuroImage
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
2020 J jnl
Constrained Tensor Decomposition for Longitudinal Analysis of Diffusion Imaging Data.
IEEE J. Biomed. Health Informatics
Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel
2019 — conf
Tensor Based Blind Source Separation in Longitudinal Magnetic Resonance Imaging Analysis.
EMBC
Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel
2017 J jnl
A genetic algorithm-based model for longitudinal changes detection in white matter fiber-bundles of patient with multiple sclerosis.
Comput. Biol. Medicine
Claudio Stamile, Gabriel Kocevar, François Cotton, Dominique Sappey-Marinier
2017 J jnl
Multiparametric Non-Negative Matrix Factorization for Longitudinal Variations Detection in White-Matter Fiber Bundles.
IEEE J. Biomed. Health Informatics
Claudio Stamile, Gabriel Kocevar, François Cotton, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel
2016 — conf
Classification of multiple sclerosis lesion evolution patterns a study based on unsupervised clustering of asynchronous time-series.
ISBI
Simon Mure, Thomas Grenier, Charles R. G. Guttmann, François Cotton, Hugues Benoit-Cattin
2016 — conf
Longitudinal Neuroimaging Analysis Using Non-Negative Matrix Factorization.
SITIS
Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel
2016 — conf
White Matter Fiber-Bundle Analysis Using Non-negative Tensor Factorization.
ICIAR
Claudio Stamile, François Cotton, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel
2015 — conf
A longitudinal model for variations detection in white matter fiber-bundles.
IWSSIP
Claudio Stamile, Gabriel Kocevar, François Cotton, Salem Hannoun, Françoise Durand-Dubief, Carole Frindel, David Rousseau, Dominique Sappey-Marinier
2012 J jnl
Implementation of an Absolute Brain $^{1}$H-MRS Quantification Method to Assess Different Tissue Alterations in Multiple Sclerosis.
IEEE Trans. Biomed. Eng.
Matthieu Bagory, Françoise Durand-Dubief, Danielle Ibarrola, Jean-Christophe Comte, François Cotton, Christian Confavreux, Dominique Sappey-Marinier
2010 J jnl
Sector-Switching Sonication Strategy for Accelerated HIFU Treatment of Prostate Cancer:
IEEE Trans. Biomed. Eng.
Lorena Petrusca, Rares Salomir, Lucie Brasset, Françoise Chavrier, François Cotton, Jean-Yves Chapelon