Article

Predicting personalised risk of disability worsening in multiple sclerosis with machine learning

2022-02-03

Abstract excerpt

Multiple sclerosis is a heterogeneous disease with an unpredictable course. We applied machine learning to generate individualised risk scores of disability worsening and stratify patients into subgroups with different prognosis. Clinical data and MRI scans from published randomised clinical trials in patients with relapsing-remitting and progressive MS were divided into training (n=5,483) and external validation...

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Literature Corpus work: 51448fe7-ec47-5507-adb0-45e7e9b272b9
DOI: 10.1101/2022.02.03.22270364

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