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A three-step approach for the derivation and validation of high-performing predictive models using an operational dataset: congestive heart failure readmission case study

BACKGROUND: The aim of this study was to propose an analytical approach to develop high-performing predictive models for congestive heart failure (CHF) readmission using an operational dataset with incomplete records and changing data over time. METHODS: Our analytical approach involves three steps:...

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Detalles Bibliográficos
Autores principales: AbdelRahman, Samir E, Zhang, Mingyuan, Bray, Bruce E, Kawamoto, Kensaku
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4074427/
https://www.ncbi.nlm.nih.gov/pubmed/24886637
http://dx.doi.org/10.1186/1472-6947-14-41