Knowledge discovery system for automated quality abstraction

Abstract

To encourage the delivery of high quality care with an additional emphasis on the transparency of hospital results and reporting, the Centers for Medicare & Medicaid Services (CMS) and the Joint Commission require each hospital to submit certain inpatient core measures every quarter. In this research, we developed a system that can achieve this automatically with high accuracy for any arbitrary clinical question, in a manner that is easily user configurable/teachable.