Gabriel Kocevar

Publication Activity (10 Years)

Years Active: 2015-2019
Publications (10 Years): 7

Top Topics

Multiple Sclerosis

Magnetic Resonance Images

Diffusion Tensor Images

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Aldo Marzullo, Gabriel Kocevar, Claudio Stamile, Francesco Calimeri, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier
Prediction of Multiple Sclerosis Patient Disability from Structural Connectivity using Convolutional Neural Networks. EMBC (2019)
Adrian Ion-Margineanu, Gabriel Kocevar, Claudio Stamile, Diana Maria Sima, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier
A Comparison of Machine Learning Approaches for Classifying Multiple Sclerosis Courses Using MRSI and Brain Segmentations. ICANN (2) (2017)
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)
Claudio Stamile, Francesco Cauteruccio, Giorgio Terracina, Domenico Ursino, Gabriel Kocevar, Dominique Sappey-Marinier
A Model-Guided String-Based Approach to White Matter Fiber-Bundles Extraction. BIH (2015)
Claudio Stamile, Gabriel Kocevar, Salem Hannoun, Françoise Durand-Dubief, Dominique Sappey-Marinier
A Graph Based Classification Method for Multiple Sclerosis Clinical Forms Using Support Vector Machine. MLMMI@ICML (2015)
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)