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Development and external validation of an interpretable machine learning model for predicting perinatal depression in Chinese women during mid- and late pregnancy

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Objective: This study aimed to develop a machine learning (ML)-based prediction model for antenatal depression (AND) in Chinese women. Given the significant impact of AND on maternal and infant health, the goal was to create an a... ...