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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Med Sci Monit
Prif Awduron: 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.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: International Scientific Literature, Inc. 2019
Pynciau:
Clinical Research
Mynediad Ar-lein: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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