Machine Learning Models for the Prediction of Postpartum Depression: Application and Comparison Based on a Cohort Study

BACKGROUND: Postpartum depression (PPD) is a serious public health problem. Building a predictive model for PPD using data during pregnancy can facilitate earlier identification and intervention. OBJECTIVE: The aims of this study are to compare the effects of four different machine learning models u... View More