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

Abstract 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 exp...

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Bibliographic Details
Main Authors: Sung Kyun Park (Author), Zhangchen Zhao (Author), Bhramar Mukherjee (Author)
Format: Book
Published: BMC, 2017-09-01T00:00:00Z.
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3rd Floor Main Library

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