Extracting information from free-text electronic patient records to identify practice-based evidence of the performance of coronary stents.

ABSTRACT:

Background and objective

Percutaneous coronary intervention (PCI) using drug-eluting stents (DES) is an indispensable treatment for coronary artery disease. However, to evaluate the performance of various types of stents for PCI, numerous resources are required. We extracted clinical information from free-text records and, using practice-based evidence, compared the efficacy of various DES.

Materials and methods

We developed a text mining tool based on regular expression and applied it to PCI reports stored in the electronic health records (EHRs) of Ajou University Hospital from 2010-2014. The PCI data were extracted from EHRs with a sensitivity of 0.996, a specificity of 1.000, and an F-measure of 0.995 when compared with a sample of 200 reports. Using these data, we compar

SUBMITTER: Kim YS 

PROVIDER: S-EPMC5553787 | biostudies-literature | 2017

REPOSITORIES: biostudies-literature