Considering patient clinical history impacts performance of machine learning models in predicting course of multiple sclerosis

Multiple Sclerosis (MS) progresses at an unpredictable rate, but predictions on the disease course in each patient would be extremely useful to tailor therapy to the individual needs. We explore different machine learning (ML) approaches to predict whether a patient will shift from the initial Relap...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:PLoS One
Prif Awduron: Seccia, Ruggiero, Gammelli, Daniele, Dominici, Fabio, Romano, Silvia, Landi, Anna Chiara, Salvetti, Marco, Tacchella, Andrea, Zaccaria, Andrea, Crisanti, Andrea, Grassi, Francesca, Palagi, Laura
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Public Library of Science 2020
Pynciau:
Research Article
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7083323/
https://ncbi.nlm.nih.gov/pubmed/32196512
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0230219
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