Journal of affective disordersHumansMachine LearningSuicideAttemptedSelf-Injurious Behavior
Predicting perceived likelihood of future suicide attempts in youth with non-suicidal self-injury: A machine learning approach using LightGBM and SHAP.
Yinan Duan, Chang Lei, Shicun Xu, Juan Wang, Jingwen Li, Yu Fu, Yingjun Xi, Jing An, Runsen Chen
Published: 202610.1016/j.jad.2025.120966
Abstract
OBJECTIVES: Non-suicidal self-injury (NSSI) is a strong predictor and a gateway to suicide attempts (SA) among youth. Therefore, understanding how individuals with NSSI develop thoughts of SA is crucial for early prevention. This study aims to analyz…
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