TITLE

Predictive risk modelling for early hospital readmission of patients with diabetes in India

AUTHOR(S)
Duggal, Reena; Khatri, Sunil; Shukla, Suren; Chandra, Sarika; Shukla, Balvinder
PUB. DATE
December 2016
SOURCE
International Journal of Diabetes in Developing Countries;Dec2016, Vol. 36 Issue 4, p519
SOURCE TYPE
Academic Journal
DOC. TYPE
Article
ABSTRACT
The article presents a study analyzing factors leading early hospital readmission of patients with diabetes in India and compares predictive risk models that predict readmission. It discusses use of machine learning methods and patients medical records for data mining and exploration and processing. It discusses the use of cost-sensitive analysis, multivariable logistic regression and receiver operating characteristic (ROC) curve to measure prediction models.
ACCESSION #
120511405

 

Share

Read the Article

Courtesy of THE LIBRARY OF VIRGINIA

Sorry, but this item is not currently available from your library.

Try another library?
Sign out of this library

Other Topics