Combining Free Text and Structured Electronic Medical Record Entries to Detect Acute Respiratory Infections

Abstract

Structured EMR parameters and free-text analyses can be combined into algorithms that can detect ARI cases with new levels of sensitivity or precision. These results highlight potential paths by which repurposed EMR information could facilitate the discovery of epidemics before they cause mass casualties.