identify diabetic patients whose medical histories related to diabetes are available in the
form of free text. Manual chart reviews have been used but involve high labor costs and long
latency. Objective: This study developed and tested a Web-based diabetes case finding
algorithm using both structured and unstructured electronic medical records (EMRs).
Methods: This study was based on the health information exchange (HIE) EMR database …