Berardino Barile

11 papers B 2Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A generative adversarial optimization strategy for predicting counterfactual trajectories of grey matter atrophy. Comput. Methods Programs Biomed. Berardino Barile, Enyi Chen, Thomas Grenier, Dominique Sappey-Marinier
2026	J	`jnl`	MedCLIPSeg: Probabilistic Vision-Language Adaptation for Data-Efficient and Generalizable Medical Image Segmentation. CoRR Taha Koleilat, Hojat Asgariandehkordi, Omid Nejati Manzari, Berardino Barile, Yiming Xiao, Hassan Rivaz
2025	J	`jnl`	The role of AI for MRI-analysis in multiple sclerosis - A brief overview. Frontiers Artif. Intell. Jean-Pierre R. Falet, Steven Nobile, Aliya Szpindel, Berardino Barile, Amar Kumar, Joshua Durso-Finley, Tal Arbel, Douglas L. Arnold
2024	J	`jnl`	Personal Income Performance Correlates with Brain Structural Network Modularity but Not Intelligence Quotient. Brain Connect. Fanny Nusbaum, Salem Hannoun, Berardino Barile, Ilaria Suprano, Sabine Mouchet, Dominique Sappey-Marinier
2024	—	`conf`	Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs. MICCAI (3) Joshua Durso-Finley, Berardino Barile, Jean-Pierre R. Falet, Douglas L. Arnold, Nick Pawlowski, Tal Arbel
2024	J	`jnl`	Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs. CoRR Joshua Durso-Finley, Berardino Barile, Jean-Pierre R. Falet, Douglas L. Arnold, Nick Pawlowski, Tal Arbel
2022	B	`conf`	A Kernel Based Multilinear SVD Approach for Multiple Sclerosis Profiles Classification. ESANN Berardino Barile, Pooya Ashtari, Françoise Durand-Dubief, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel
2022	J	`jnl`	Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome. Frontiers Robotics AI Berardino Barile, Pooya Ashtari, Claudio Stamile, Aldo Marzullo, Frederik Maes, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier
2022	J	`jnl`	Ensemble Learning for Multiple Sclerosis Disability Estimation Using Brain Structural Connectivity. Brain Connect. Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
2021	J	`jnl`	Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis. Comput. Methods Programs Biomed. Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
2020	B	`conf`	Tensor Factorization of Brain Structural Graph for Unsupervised Classification in Multiple Sclerosis. ICPR Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier