Claudio Stamile
Claudio Stamile
CREATIS CNRS UMR5220 & INSERM U1206; Université de Lyon, Université Claude Bernard-Lyon 1, INSA-Lyon
Verified email at creatis.insa-lyon.fr
TitleCited byYear
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
382016
Biomedical data augmentation using generative adversarial neural networks
F Calimeri, A Marzullo, C Stamile, G Terracina
International conference on artificial neural networks, 626-634, 2017
272017
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
222017
Novel method for automated analysis of retinal images: results in subjects with hypertensive retinopathy and CADASIL
M Cavallari, C Stamile, R Umeton, F Calimeri, F Orzi
BioMed research international 2015, 2015
202015
A model-guided string-based approach to white matter fiber-bundles extraction
C Stamile, F Cauteruccio, G Terracina, D Ursino, G Kocevar, ...
International Conference on Brain Informatics and Health, 135-144, 2015
162015
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
142017
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
132016
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, 173, 2017
112017
Graph based neural networks for automatic classification of multiple sclerosis clinical courses.
F Calimeri, A Marzullo, C Stamile, G Terracina
ESANN, 2018
102018
Optic disc detection using fine tuned convolutional neural networks
F Calimeri, A Marzullo, C Stamile, G Terracina
2016 12th International Conference on Signal-Image Technology & Internet …, 2016
82016
An automated string-based approach to white matter fiber-bundles clustering
F Cauteruccio, C Stamile, G Terracina, D Ursino, D Sappey-Mariniery
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
72015
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
62016
A longitudinal model for variations detection in white matter fiber-bundles
C Stamile, G Kocevar, F Cotton, S Hannoun, F Durand-Dubief, C Frindel, ...
2015 International Conference on Systems, Signals and Image Processing …, 2015
62015
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
Medical Learning Meets Medical Imaging, 57-64, 2015
62015
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, ...
International Conference on Artificial Neural Networks, 643-651, 2017
52017
An automated string-based approach to extracting and characterizing White Matter fiber-bundles
F Cauteruccio, C Stamile, G Terracina, D Ursino, D Sappey-Marinier
Computers in biology and medicine 77, 64-75, 2016
52016
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
42019
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
42018
A genetic algorithm-based model for longitudinal changes detection in white matter fiber-bundles of patient with multiple sclerosis
C Stamile, G Kocevar, F Cotton, D Sappey-Marinier
Computers in biology and medicine 84, 182-188, 2017
42017
Improving quickbundles to extract anatomically coherent white matter fiber-bundles
F Cauteruccio, C Stamile, G Terracina, D Ursino, D Sappey-Marinier
International Conference on Image Analysis and Recognition, 633-641, 2016
42016
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