Development and validation of a machine learning‐based postpartum depression prediction model: A nationwide cohort study

Machine learning-based models incorporating EHR-derived predictors, could augment symptom-based screening practice by identifying the high-risk population at greatest need for preventive intervention, before development of PPD.