Extracting structured medication event information from discharge summaries.

Academic Article

Abstract

  • We present a method that extracts medication information from discharge summaries. The program relies on parsing rules written as a set of regular expressions and on a user-configurable drug lexicon. Our evaluation shows a precision of 94% and recall of 83% in the extraction of medication information. We use a broader definition of medication information than previous studies, including drug names appearing with and without dosage information, misspelled drug names, and contextual information.
  • Author List

  • Gold S; Elhadad N; Zhu X; Cimino JJ; Hripcsak G
  • Start Page

  • 237
  • End Page

  • 241