Identification of suicidality in adolescent major depressive disorder patients using sMRI: A machine learning approach.

•sMRI data can be used for the classification of suicide attempts among youth with major depressive disorder.•The machine learning algorithms developed in the study could provide an objective tool to identify suicide attempt risk among MDD patients.