Confounder-adjusted MRI-based predictors of multiple sclerosis disability

Confounder-adjusted MRI-based predictors of multiple sclerosis disability

IntroductionBoth aging and multiple sclerosis (MS) cause central nervous system (CNS) atrophy. Excess brain atrophy in MS has been interpreted as “accelerated aging.” Current paper tests an alternative hypothesis: MS causes CNS atrophy by mechanism(s) different from physiological aging. Thus, subtra...

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Bibliographic Details
Main Authors: Yujin Kim, Mihael Varosanec, Peter Kosa, Bibiana Bielekova
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Radiology
Subjects:
magnetic resonance imaging
physiological confounders
multiple sclerosis
disability outcomes
machine learning
gradient boosting machine
Online Access:https://www.frontiersin.org/articles/10.3389/fradi.2022.971157/full

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https://www.frontiersin.org/articles/10.3389/fradi.2022.971157/full

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