J. W. Smoller

Maintaining EHR-based Predictive Clinical Decision Support in Mental Health against Temporal Shifts

Electronic health record (EHR)-based risk prediction offers opportunities for early intervention in mental health, but models may remain in use as patient populations, care practices, and documentation change. Such temporal shifts can reduce predictive performance, while updating models from recent data alone may be un...