Design-Based Validation Method of EHR Algorithms to Address Partial Verification Bias
Electronic health record (EHR) phenotyping algorithms support clinical prediction, observational research, and quality improvement, but manual chart review for gold-standard validation is costly. For algorithms targeting rare outcomes, algorithm-negative patients often greatly outnumber algorithm-positive patients. We...