Construction of environmental risk score beyond standard linear models using machine learning methods: application to metal mixtures, oxidative stress and cardiovascular disease in NHANES

BACKGROUND: There is growing concern of health effects of exposure to pollutant mixtures. We initially proposed an Environmental Risk Score (ERS) as a summary measure to examine the risk of exposure to multi-pollutants in epidemiologic research considering only pollutant main effects. We expand the...

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Detalles Bibliográficos
Autores principales: Park, Sung Kyun, Zhao, Zhangchen, Mukherjee, Bhramar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Methodology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5615812/
https://www.ncbi.nlm.nih.gov/pubmed/28950902
http://dx.doi.org/10.1186/s12940-017-0310-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5615812/
https://www.ncbi.nlm.nih.gov/pubmed/28950902
http://dx.doi.org/10.1186/s12940-017-0310-9

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