Construction and validation of an automated model for the early identification of patients hospitalized for heart failure.
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.
Krainik
Andrew J
AJ
Washington University School of Medicine, Dept of Internal Medicine, St. Louis, MO, USA.
Reichley
Richard M
RM
Gage
Brian F
BF
Dunagan
Wm Claiborne
WC
Bailey
Thomas C
TC
D000328:Adult; D019540:Area Under Curve; D003936:Diagnosis, Computer-Assisted; D006333:Heart Failure / Q000175:diagnosis*; D006751:Hospital Information Systems; D006801:Humans; D008954:Models, Biological; D012372:ROC Curve; D012044:Regression Analysis