Sociodemographic Indicators of Health Status Using a Machine Learning Approach and Data from the English Longitudinal Study of Aging (ELSA)

BACKGROUND: Studies on the effects of sociodemographic factors on health in aging now include the use of statistical models and machine learning. The aim of this study was to evaluate the determinants of health in aging using machine learning methods and to compare the accuracy with traditional meth...

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Detalhes bibliográficos
Publicado no:Med Sci Monit
Main Authors: Engchuan, Worrawat, Dimopoulos, Alexandros C., Tyrovolas, Stefanos, Caballero, Francisco Félix, Sanchez-Niubo, Albert, Arndt, Holger, Ayuso-Mateos, Jose Luis, Haro, Josep Maria, Chatterji, Somnath, Panagiotakos, Demosthenes B.
Formato: Artigo
Idioma:Inglês
Publicado em: International Scientific Literature, Inc. 2019
Assuntos:
Clinical Research
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6436225/
https://ncbi.nlm.nih.gov/pubmed/30879019
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.12659/MSM.913283
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