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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Detalles Bibliográficos
Publicado en:Journal of Biomedical Informatics Vol. 60; pp. 260 - 270
Autores principales: Taslimitehrani, Vahid, Dong, Guozhu, Pereira, Naveen L., Panahiazar, Maryam, Pathak, Jyotishman
Formato: research Journal Article
Publicado: Academic Press Inc. Apr2016
Acceso en línea:Ver este registro en EBSCOhost