Evaluating electronic health record data sources and algorithmic approaches to identify hypertensive individuals

Abstract

This work shows that billing codes or blood pressure readings alone yield good hypertension classification performance. However, even simple combinations of input categories improve performance. The most complex algorithms classified hypertension with excellent recall and precision.