SVM recursive feature elimination analyses of structural brain MRI predicts near-term relapses in patients with clinically isolated syndromes suggestive of multiple sclerosis

Machine learning classification is an attractive approach to automatically differentiate patients from healthy subjects, and to predict future disease outcomes. A clinically isolated syndrome (CIS) is often the first presentation of multiple sclerosis (MS), but it is difficult at onset to predict wh...

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Detalles Bibliográficos
Autores principales: Wottschel, Viktor, Chard, Declan T., Enzinger, Christian, Filippi, Massimo, Frederiksen, Jette L., Gasperini, Claudio, Giorgio, Antonio, Rocca, Maria A., Rovira, Alex, De Stefano, Nicola, Tintoré, Mar, Alexander, Daniel C., Barkhof, Frederik, Ciccarelli, Olga
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Regular Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6861587/
https://www.ncbi.nlm.nih.gov/pubmed/31734524
http://dx.doi.org/10.1016/j.nicl.2019.102011

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