Population modeling with machine learning can enhance measures of mental health - Open-data replication

Efforts to predict trait phenotypes based on functional MRI data from large cohorts have been hampered by low prediction accuracy and/or small effect sizes. Although these findings are highly replicable, the small effect sizes are somewhat surprising given the presumed brain basis of phenotypic trai...

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Bibliographic Details
Main Authors: Ty Easley, Ruiqi Chen, Kayla Hannon, Rosie Dutt, Janine Bijsterbosch
Format: Article
Language:English
Published: Elsevier 2023-06-01
Series:Neuroimage: Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666956023000089