Machine learning for multiple sclerosis classification and disability prediction using clinical and MRI data.
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| Title: | Machine learning for multiple sclerosis classification and disability prediction using clinical and MRI data. |
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| Authors: | Valsasina P; Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy., Storelli L; Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy., Tedone N; Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy.; Vita-Salute San Raffaele University, Milan, Italy., Pantano P; Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy.; IRCCS Neuromed, Pozzilli, Italy., Piervincenzi C; Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy., Tommasin S; Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy.; UniCamillus - International Medical University in Rome, Rome, Italy., Gallo A; First Division of Neurology and Neurophysiopathology, AOU Luigi Vanvitelli, Naples, Italy.; Department of Advanced Medical and Surgical Sciences, University of Campania 'Luigi Vanvitelli', Naples, Italy., Altieri M; First Division of Neurology and Neurophysiopathology, AOU Luigi Vanvitelli, Naples, Italy., Maggi G; First Division of Neurology and Neurophysiopathology, AOU Luigi Vanvitelli, Naples, Italy., De Stefano N; Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy., Bianchi A; Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy., Battaglini M; Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy.; SIENA Imaging SRL, Siena, Italy., Mazzetti G; Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy., Pagani E; Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy., Rocca MA; Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy.; Vita-Salute San Raffaele University, Milan, Italy.; Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy., Filippi M; Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy.; Vita-Salute San Raffaele University, Milan, Italy.; Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.; Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.; Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy. |
| Source: | Frontiers in artificial intelligence [Front Artif Intell] 2026 Apr 10; Vol. 9, pp. 1792870. Date of Electronic Publication: 2026 Apr 10 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Frontiers Media SA Country of Publication: Switzerland NLM ID: 101770551 Publication Model: eCollection Cited Medium: Internet ISSN: 2624-8212 (Electronic) Linking ISSN: 26248212 NLM ISO Abbreviation: Front Artif Intell Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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