Preparing for the bedside-optimizing a postpartum depression risk prediction model for clinical implementation in a health system.
Yifan LiuRochelle JolyMeghan Reading TurchioeNatalie BendaAlison HermannAshley BeecyJyotishman PathakYiye ZhangPublished in: Journal of the American Medical Informatics Association : JAMIA (2024)
The findings emphasize the need for a thorough evaluation of intervention-specific models, considering predictive performance, fairness, and appropriateness before clinical implementation.