Developing EHR-driven heart failure risk prediction models using CPXR(Log) with the probabilistic loss function.

Computerized survival prediction in healthcare identifying the risk of disease mortality, helps healthcare providers to effectively manage their patients by providing appropriate treatment options. In this study, we propose to apply a classification algorithm, Contrast Pattern Aided Logistic Regress...

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Bibliographic Details

Published in:	Journal of Biomedical Informatics Vol. 60; pp. 260 - 270
Main Authors:	Taslimitehrani, Vahid, Dong, Guozhu, Pereira, Naveen L., Panahiazar, Maryam, Pathak, Jyotishman
Format:	research Journal Article
Published:	Academic Press Inc. Apr2016
Online Access:	View this record in EBSCOhost