| Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis B Barile, A Marzullo, C Stamile, F Durand-Dubief, D Sappey-Marinier Computer methods and programs in biomedicine 206, 106113, 2021 | 65 | 2021 |
| Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome B Barile, P Ashtari, C Stamile, A Marzullo, F Maes, F Durand-Dubief, ... Frontiers in Robotics and AI 9, 926255, 2022 | 15 | 2022 |
| New multiple sclerosis lesion segmentation and detection using pre-activation U-Net P Ashtari, B Barile, S Van Huffel, D Sappey-Marinier Frontiers in Neuroscience 16, 975862, 2022 | 11 | 2022 |
| Ensemble learning for multiple sclerosis disability estimation using brain structural connectivity B Barile, A Marzullo, C Stamile, F Durand-Dubief, D Sappey-Marinier Brain Connectivity 12 (5), 476-488, 2022 | 10 | 2022 |
| DOES INITIAL ACCESS TO BANK LOANS PREDICT START‐UPS'FUTURE DEFAULT PROBABILITY? EVIDENCE FROM ITALY A Castaldo, G De Luca, B Barile Contemporary Economic Policy 39 (1), 83-106, 2021 | 10 | 2021 |
| T1/T2 ratio: A quantitative sensitive marker of brain tissue integrity in multiple sclerosis S Hannoun, G Kocevar, P Codjia, B Barile, F Cotton, F Durand‐Dubief, ... Journal of Neuroimaging 32 (2), 328-336, 2022 | 6 | 2022 |
| Longitudinal multiple sclerosis lesion segmentation using pre-activation U-Net P Ashtari, B Barile, S Van Huffel, D Sappey-Marinier MSSEG-2 challenge proceedings: Multiple sclerosis new lesions segmentation …, 2021 | 6 | 2021 |
| Causal impact evaluation of occupational safety policies on firms' default using machine learning uplift modelling B Barile, M Forti, A Marrocco, A Castaldo Scientific reports 14 (1), 10380, 2024 | 1 | 2024 |
| Multiple sclerosis clinical forms classification with graph convolutional networks based on brain morphological connectivity E Chen, B Barile, F Durand-Dubief, T Grenier, D Sappey-Marinier Frontiers in Neuroscience 17, 1268860, 2024 | 1 | 2024 |
| Tensor factorization of brain structural graph for unsupervised classification in multiple sclerosis B Barile, A Marzullo, C Stamile, F Durand-Dubief, D Sappey-Marinier 2020 25th International Conference on Pattern Recognition (ICPR), 5052-5059, 2021 | 1 | 2021 |
| Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs J Durso-Finley, B Barile, JP Falet, DL Arnold, N Pawlowski, T Arbel International Conference on Medical Image Computing and Computer-Assisted …, 2024 | | 2024 |
| Personal Income Performance Correlates with Brain Structural Network Modularity but Not Intelligence Quotient SMD Nusbaum F, Hannoun S, Barile B, Suprano I, Mouchet S Brain Connectivity 14 (5), 284-293, 2024 | | 2024 |
| A Kernel Based Multilinear SVD Approach for Multiple Sclerosis Profiles Classification. B Barile, P Ashtari, F Durand-Dubief, F Maes, D Sappey-Marinier, ... ESANN, 2022 | | 2022 |
| Machine learning methods for multiple sclerosis classification and prediction using MRI brain connectivity B Barile Université Claude Bernard-Lyon I; Katholieke universiteit te Leuven (1970-....), 2022 | | 2022 |
| Machine learning methods for multiple sclerosis classification and prediction using MRI brain connectivity B Barile | | 2022 |
| Méthodes d'apprentissage automatique pour la classification et la prédiction de la sclérose en plaques à l'aide de la connectivité cérébrale IRM B Barile | | 2022 |
| A Kernel based blind source separation approach for classification of multiple sclerosis clinical profiles B Barile, P Ashtari, F Durand-Dubief, F Maes, D Sappey-Marinier, ... Proceedings of ESANN, 2022 | | 2022 |
| Prediction of Multiple Sclerosis Disability using Machine Learning Ensemble of Boosting Methods based on structural brain connectivity B Barile, A Marzullo, C Stamile, F Durand-Dubief, D Sappey-Marinier European Society for Magnetic Resonance in Medicine and Biology (ESMRMB), 2020 | | 2020 |
| New Multiple Sclerosis Lesion Segmentation Using Pre-activation U-Net P Ashtari, B Barile, S Van Huffel, D Sappey-Marinier | | |
| Grey Matter Connectome Data Analysis and Classification of Multiple Sclerosis Clinical Profiles B Barile, C Stamile, S Van Huffel, D Sappey-Marinier | | |
