Machine learning-optimized Combinatorial MRI scale (COMRISv2) correlates highly with cognitive and physical disability scales in Multiple Sclerosis patients

Machine learning-optimized Combinatorial MRI scale (COMRISv2) correlates highly with cognitive and physical disability scales in Multiple Sclerosis patients

Composite MRI scales of central nervous system tissue destruction correlate stronger with clinical outcomes than their individual components in multiple sclerosis (MS) patients. Using machine learning (ML), we previously developed Combinatorial MRI scale (COMRISv1) solely from semi-quantitative (sem...

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Bibliographic Details
Main Authors: Erin Kelly, Mihael Varosanec, Peter Kosa, Vesna Prchkovska, David Moreno-Dominguez, Bibiana Bielekova
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Radiology
Subjects:
machine learning (ML)
multiple sclerosis
MRI biomarkers
disability outcomes
predictive models
Online Access:https://www.frontiersin.org/articles/10.3389/fradi.2022.1026442/full

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