Graph theory-based brain connectivity for automatic classification of multiple sclerosis clinical courses G Kocevar, C Stamile, S Hannoun, F Cotton, S Vukusic, F Durand-Dubief, ... Frontiers in neuroscience 10, 478, 2016 | 118 | 2016 |
Machine learning approach for classifying multiple sclerosis courses by combining clinical data with lesion loads and magnetic resonance metabolic features A Ion-Mărgineanu, G Kocevar, C Stamile, DM Sima, F Durand-Dubief, ... Frontiers in neuroscience 11, 398, 2017 | 80 | 2017 |
Classification of multiple sclerosis clinical profiles via graph convolutional neural networks A Marzullo, G Kocevar, C Stamile, F Durand-Dubief, G Terracina, ... Frontiers in neuroscience 13, 594, 2019 | 78 | 2019 |
Hemispheric differences in white matter microstructure between two profiles of children with high intelligence quotient vs. controls: a tract-based spatial statistics study F Nusbaum, S Hannoun, G Kocevar, C Stamile, P Fourneret, O Revol Frontiers in neuroscience 11, 245529, 2017 | 59 | 2017 |
Overcoming challenges of cranial nerve tractography: a targeted review T Jacquesson, C Frindel, G Kocevar, M Berhouma, E Jouanneau, A Attyé, ... Neurosurgery 84 (2), 313-325, 2019 | 49 | 2019 |
Brain structural connectivity correlates with fluid intelligence in children: A DTI graph analysis G Kocevar, I Suprano, C Stamile, S Hannoun, P Fourneret, O Revol, ... Intelligence 72, 67-75, 2019 | 41 | 2019 |
Quantitative longitudinal imaging of activated microglia as a marker of inflammation in the pilocarpine rat model of epilepsy using [11C]-(R)-PK11195 PET and MRI J Yankam Njiwa, N Costes, C Bouillot, S Bouvard, S Fieux, G Becker, ... Journal of Cerebral Blood Flow & Metabolism 37 (4), 1251-1263, 2017 | 39 | 2017 |
Intracellular phosphate and ATP depletion measured by magnetic resonance spectroscopy in patients receiving maintenance hemodialysis G Chazot, S Lemoine, G Kocevar, E Kalbacher, D Sappey-Marinier, ... Journal of the American Society of Nephrology 32 (1), 229-237, 2021 | 26 | 2021 |
Intracellular phosphate dynamics in muscle measured by magnetic resonance spectroscopy during hemodialysis S Lemoine, T Fournier, G Kocevar, A Belloi, G Normand, D Ibarrola, ... Journal of the American Society of Nephrology 27 (7), 2062-2068, 2016 | 25 | 2016 |
A model-guided string-based approach to white matter fiber-bundles extraction C Stamile, F Cauteruccio, G Terracina, D Ursino, G Kocevar, ... Brain Informatics and Health: 8th International Conference, BIH 2015, London …, 2015 | 21 | 2015 |
Prediction of multiple sclerosis patient disability from structural connectivity using convolutional neural networks A Marzullo, G Kocevar, C Stamile, F Calimeri, G Terracina, ... 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 20 | 2019 |
Topological modification of brain networks organization in children with high intelligence quotient: a resting-state fMRI study I Suprano, C Delon-Martin, G Kocevar, C Stamile, S Hannoun, S Achard, ... Frontiers in human neuroscience 13, 241, 2019 | 19 | 2019 |
A sensitive and automatic white matter fiber tracts model for longitudinal analysis of diffusion tensor images in multiple sclerosis C Stamile, G Kocevar, F Cotton, F Durand-Dubief, S Hannoun, C Frindel, ... PLoS One 11 (5), e0156405, 2016 | 19 | 2016 |
White matter microarchitecture and structural network integrity correlate with children intelligence quotient I Suprano, G Kocevar, C Stamile, S Hannoun, P Fourneret, O Revol, ... Scientific reports 10 (1), 20722, 2020 | 18 | 2020 |
A graph based classification method for multiple sclerosis clinical forms using support vector machine C Stamile, G Kocevar, S Hannoun, F Durand-Dubief, D Sappey-Marinier Machine Learning Meets Medical Imaging: First International Workshop, MLMMI …, 2015 | 17 | 2015 |
Evidence of axonal damage in cerebellar peduncles without T2-lesions in multiple sclerosis S Hannoun, G Kocevar, F Durand-Dubief, C Stamile, A Naji, F Cotton, ... European Journal of Radiology 108, 114-119, 2018 | 15 | 2018 |
Weekly enhanced T1-weighted MRI with Gadobutrol injections in MS patients: Is there a signal intensity increase in the dentate nucleus and the globus pallidus? P Jaulent, S Hannoun, G Kocevar, F Rollot, F Durand-Dubief, S Vukusic, ... European Journal of Radiology 105, 204-208, 2018 | 14 | 2018 |
Weekly follow up of acute lesions in three early multiple sclerosis patients using MR spectroscopy and diffusion G Kocevar, C Stamile, S Hannoun, JA Roch, F Durand-Dubief, S Vukusic, ... Journal of Neuroradiology 45 (2), 108-113, 2018 | 13 | 2018 |
A comparison of machine learning approaches for classifying multiple sclerosis courses using MRSI and brain segmentations A Ion-Mărgineanu, G Kocevar, C Stamile, DM Sima, F Durand-Dubief, ... Artificial Neural Networks and Machine Learning–ICANN 2017: 26th …, 2017 | 11 | 2017 |
Multiparametric non-negative matrix factorization for longitudinal variations detection in white-matter fiber bundles C Stamile, G Kocevar, F Cotton, F Maes, D Sappey-Marinier, S Van Huffel IEEE journal of biomedical and health informatics 21 (5), 1393-1402, 2016 | 10 | 2016 |