A Systematic Evaluation of Machine Learning–Based Biomarkers for Major Depressive Disorder

Abstract

Despite the improved predictive capability of multivariate compared with univariate neuroimaging markers, no informative individual-level MDD biomarker-even under extensive ML optimization in a large sample of diagnosed patients-could be identified.