Journal of affective disorders
Machine learning and SHAP-based interpretation of dietary antioxidants' impact on comorbid MDD and suicidal ideation.
Zhiwei Xu, Jintao Wang, Ting Chang, Yajing Li, Hongling Jia, Xuecheng Zhang
Published: 202610.1016/j.jad.2026.121252
Abstract
OBJECTIVE: To develop and validate a machine learning model for predicting major depressive disorder (MDD) with suicidal ideation (SI) by incorporating dietary antioxidants, and to elucidate the specific contribution of these antioxidants in the pred…
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