François Cotton

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 10

Top Topics

Magnetic Resonance Images

Matrix Factorization

Corpus Callosum

Top Venues

IEEE J. Biomed. Health Informatics

IEEE Trans. Medical Imaging

Publications

Valentine Wargnier-Dauchelle, Thomas Grenier, Françoise Durand-Dubief, François Cotton, Michaël Sdika
A Weakly Supervised Gradient Attribution Constraint for Interpretable Classification and Anomaly Detection. IEEE Trans. Medical Imaging 42 (11) (2023)
Valentine Wargnier-Dauchelle, Thomas Grenier, Françoise Durand-Dubief, François Cotton, Michaël Sdika
A More Interpretable Classifier For Multiple Sclerosis. ISBI (2021)
Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel
Constrained Tensor Decomposition for Longitudinal Analysis of Diffusion Imaging Data. IEEE J. Biomed. Health Informatics 24 (4) (2020)
Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel
Tensor Based Blind Source Separation in Longitudinal Magnetic Resonance Imaging Analysis. EMBC (2019)
Claudio Stamile, Gabriel Kocevar, François Cotton, Dominique Sappey-Marinier
A genetic algorithm-based model for longitudinal changes detection in white matter fiber-bundles of patient with multiple sclerosis. Comput. Biol. Medicine 84 (2017)
Claudio Stamile, Gabriel Kocevar, François Cotton, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel
Multiparametric Non-Negative Matrix Factorization for Longitudinal Variations Detection in White-Matter Fiber Bundles. IEEE J. Biomed. Health Informatics 21 (5) (2017)
Simon Mure, Thomas Grenier, Charles R. G. Guttmann, François Cotton, Hugues Benoit-Cattin
Classification of multiple sclerosis lesion evolution patterns a study based on unsupervised clustering of asynchronous time-series. ISBI (2016)
Claudio Stamile, François Cotton, Dominique Sappey-Marinier, Sabine Van Huffel
Longitudinal Neuroimaging Analysis Using Non-Negative Matrix Factorization. SITIS (2016)
Claudio Stamile, François Cotton, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel
White Matter Fiber-Bundle Analysis Using Non-negative Tensor Factorization. ICIAR (2016)
Claudio Stamile, Gabriel Kocevar, François Cotton, Salem Hannoun, Françoise Durand-Dubief, Carole Frindel, David Rousseau, Dominique Sappey-Marinier
A longitudinal model for variations detection in white matter fiber-bundles. IWSSIP (2015)
Matthieu Bagory, Françoise Durand-Dubief, Danielle Ibarrola, Jean-Christophe Comte, François Cotton, Christian Confavreux, Dominique Sappey-Marinier
Implementation of an Absolute Brain $^{1}$H-MRS Quantification Method to Assess Different Tissue Alterations in Multiple Sclerosis. IEEE Trans. Biomed. Eng. 59 (10) (2012)
Lorena Petrusca, Rares Salomir, Lucie Brasset, Françoise Chavrier, François Cotton, Jean-Yves Chapelon
Experimental Validation. IEEE Trans. Biomed. Eng. 57 (1) (2010)