Validation of a machine learning approach to estimate expanded disability status scale scores for multiple sclerosis.

Pedro AlvesEric GreenMichelle B Leavy Haley FriedlerGary CurhanCarl MarciCostas Boussios

Published in: Multiple sclerosis journal - experimental, translational and clinical (2022)

EDSS scores can be estimated with very good performance using a machine learning model applied to clinical notes, thus increasing the utility of real-world data sources for research purposes.

Keyphrases

machine learning
multiple sclerosis
big data
artificial intelligence
white matter
electronic health record
drinking water
deep learning
data analysis