Berardino Barile

11 papers B 2Journal 8Unranked 1
YearRankTypeTitle / 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