Automated Disease Detection Using Document Classification Outperforms Encounter-Level Diagnostic Codes for Cardiovascular Diseases

Introduction: Researchers increasingly turn to electronic health records (EHR) to develop predictive models of disease. Such models can suffer from inaccurate patient diagnoses captured in EHR code...