Tensor Factorization of Brain Structural Graph for Unsupervised Classification in Multiple Sclerosis. - Berardino Barile; Aldo Marzullo; Claudio Stamile; Françoise Durand-Dubief; Dominique Sappey-Marinier (ICPR, 2020)

Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis. - Berardino Barile; Aldo Marzullo; Claudio Stamile; Françoise Durand-Dubief; Dominique Sappey-Marinier (Comput. Methods Programs Biomed., 2021)

A Kernel Based Multilinear SVD Approach for Multiple Sclerosis Profiles Classification. - Berardino Barile; Pooya Ashtari; Françoise Durand-Dubief; Frederik Maes; Dominique Sappey-Marinier; Sabine Van Huffel (ESANN, 2022)

Ensemble Learning for Multiple Sclerosis Disability Estimation Using Brain Structural Connectivity. - Berardino Barile; Aldo Marzullo; Claudio Stamile; Françoise Durand-Dubief; Dominique Sappey-Marinier (Brain Connect., 2022)

Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome. - Berardino Barile; Pooya Ashtari; Claudio Stamile; Aldo Marzullo; Frederik Maes; Françoise Durand-Dubief; Sabine Van Huffel; Dominique Sappey-Marinier (Frontiers Robotics AI, 2022)

Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs. - Joshua Durso-Finley; Berardino Barile; Jean-Pierre R. Falet; Douglas L. Arnold; Nick Pawlowski; Tal Arbel (MICCAI (3), 2024)

Personal Income Performance Correlates with Brain Structural Network Modularity but Not Intelligence Quotient. - Fanny Nusbaum; Salem Hannoun; Berardino Barile; Ilaria Suprano; Sabine Mouchet; Dominique Sappey-Marinier (Brain Connect., 2024)

The role of AI for MRI-analysis in multiple sclerosis - A brief overview. - Jean-Pierre R. Falet; Steven Nobile; Aliya Szpindel; Berardino Barile; Amar Kumar; Joshua Durso-Finley; Tal Arbel; Douglas L. Arnold (Frontiers Artif. Intell., 2025)