Population modeling with machine learning can enhance measures of mental health.

Kamalaker Dadi Gael Varoquaux Josselin Houenou Danilo Bzdok Bertrand Thirion Denis Alexander Engemann

Published in: GigaScience (2022)

Population modeling with machine learning can derive measures of mental health from heterogeneous inputs including brain signals and questionnaire data. This may complement or even substitute for psychometric assessments in clinical populations.

Keyphrases

mental health
machine learning
big data
artificial intelligence
white matter
electronic health record
resting state
cross sectional
functional connectivity
psychometric properties
brain injury
blood brain barrier