Incidental demyelination in magnetic resonance imaging and 10-year risk of multiple sclerosis: a data lake cohort study.

Anna MaunulaJuha MartolaSari AtulaSini M LaaksoPentti J Tienari

Published in: European journal of neurology (2023)

We provide a population-wide context for the incidence of RIS and its relationship to MS. MAGNIMS recommendations were only slightly more sensitive to detect RIS compared to Okuda criteria. RIS has a subtle effect on the overall incidence of MS, yet the risk for MS in individuals under the age of 35.5 years is substantial.

Keyphrases

multiple sclerosis
mass spectrometry
magnetic resonance imaging
ms ms
risk factors
white matter
big data
contrast enhanced
machine learning
diffusion weighted imaging