CHAIR Matthew Spittal Australia 30 August OC12-1 Systematic Review and Meta-Analysis of Suicide Risk Prediction Instruments Developed Using Machine Learning Algorithms August, 30 | 12:00 - 13:00 Matthew Spittal Australia OC12-2 Comparison Between Clinician and Machine Learning Prediction in a Randomized Controlled Trial for Nonsuicidal Self-Injury August, 30 | 12:00 - 13:00 Oskar Flygare Sweden OC12-3 Identifying Momentary Ideation via Machine Learning Models in Patients at High-Risk for Suicide August, 30 | 12:00 - 13:00 Melanie Bozzay United States of America OC12-4 Predicting Suicide Attempts in a High-Risk Clinical Cohort of Adolescents: A Machine Learning Approach August, 30 | 12:00 - 13:00 Christian Hertel Switzerland OC12-5 Identifying Risk Groups Among Middle Aged Men: A Machine Learning Study August, 30 | 12:00 - 13:00 Guus Berkelmans The Netherlands OC12-6 Understanding the Biopsychosocial Mechanisms of Risk for Suicide and Self-harm Behaviours Using Machine Learning August, 30 | 12:00 - 13:00 Earvin Tio Canada