Berardino Barile

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Ensemble Learning

Multiple Sclerosis

Top Venues

Publications

Joshua Durso-Finley, Berardino Barile, Jean-Pierre R. Falet, Douglas L. Arnold, Nick Pawlowski, Tal Arbel
Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs. CoRR (2024)
Fanny Nusbaum, Salem Hannoun, Berardino Barile, Ilaria Suprano, Sabine Mouchet, Dominique Sappey-Marinier
Personal Income Performance Correlates with Brain Structural Network Modularity but Not Intelligence Quotient. Brain Connect. 14 (5) (2024)
Berardino Barile, Pooya Ashtari, Claudio Stamile, Aldo Marzullo, Frederik Maes, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier
Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome. Frontiers Robotics AI 9 (2022)
Berardino Barile, Pooya Ashtari, Françoise Durand-Dubief, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel
A Kernel Based Multilinear SVD Approach for Multiple Sclerosis Profiles Classification. ESANN (2022)
Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
Ensemble Learning for Multiple Sclerosis Disability Estimation Using Brain Structural Connectivity. Brain Connect. 12 (5) (2022)
Berardino Barile, Pooya Ashtari, Claudio Stamile, Aldo Marzullo, Frederik Maes, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier
Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome. Future Internet 9 (2022)
Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis. Comput. Methods Programs Biomed. 206 (2021)
Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
Tensor Factorization of Brain Structural Graph for Unsupervised Classification in Multiple Sclerosis. ICPR (2020)