Predictive Model for Heart Failure Readmission Using Nationwide Readmissions Database.

ABSTRACT:

Objective

To generate a heart failure (HF) readmission prediction model using the Nationwide Readmissions Database to guide management and reduce HF readmissions.

Patients and methods

A retrospective analysis was performed for patients listed for HF admissions in the Nationwide Readmissions Database from January 1, 2010, to December 31, 2014. A Cox proportional hazards model for sample survey data for the prediction of readmission for all patients with HF was implemented using a derivation cohort (2010-2012). We generated receiver operating characteristic (ROC) curves and estimated area under the ROC curve at each time point (30, 60, 90, and 180 days) to assess the accuracy of our predictive model using the derivation cohort (2010-2012) and compared it with the validation co

SUBMITTER: Zheng L 

PROVIDER: S-EPMC9120065 | biostudies-literature | 2022 Jun

REPOSITORIES: biostudies-literature