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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Detalhes bibliográficos
Publicado no:Neuroimage Clin
Main Authors: 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: Artigo
Idioma:Inglês
Publicado em: Elsevier 2019
Assuntos:
Regular Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6861587/
https://ncbi.nlm.nih.gov/pubmed/31734524
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.nicl.2019.102011
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