Construction and validation of an automated model for the early identification of patients hospitalized for heart failure

AMIA Annu Symp Proc. 2005:2005:1010.

Abstract

In order to institute early hospital-wide interventions, we constructed a reliable automated model for identifying newly admitted patients with congestive heart failure using electronically captured administrative and clinical data.

Publication types

  • Validation Study

MeSH terms

  • Adult
  • Area Under Curve
  • Diagnosis, Computer-Assisted*
  • Heart Failure / diagnosis*
  • Hospital Information Systems
  • Humans
  • Models, Biological
  • ROC Curve
  • Regression Analysis