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Differential and Combined Effects of Physical Activity Profiles and Prohealth Behaviors on Diabetes Prevalence among Blacks and Whites in the US Population: A Novel Bayesian Belief Network Machine Learning Analysis

The current study assessed the prevalence of diabetes across four different physical activity lifestyles and infer through machine learning which combinations of physical activity, sleep, stress, and body mass index yield the lowest prevalence of diabetes in Blacks and Whites. Data were extracted fr...

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Detalhes bibliográficos
Publicado no:J Diabetes Res
Main Authors: Seixas, Azizi A., Henclewood, Dwayne A., Langford, Aisha T., McFarlane, Samy I., Zizi, Ferdinand, Jean-Louis, Girardin
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5591986/
https://ncbi.nlm.nih.gov/pubmed/28929121
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2017/5906034
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