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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Veröffentlicht in:Neuroimage Clin
Hauptverfasser: 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
Format: Artigo
Sprache:Inglês
Veröffentlicht: Elsevier 2019
Schlagworte:
Regular Article
Online Zugang: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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