Complex environmental contaminant mixtures and their associations with thyroid hormones using supervised and unsupervised machine learning techniques

Complex environmental contaminant mixtures and their associations with thyroid hormones using supervised and unsupervised machine learning techniques

Evaluating complex mixtures and their associated health effects poses a challenge in human populations. Herein, we assess the association between 17 organic and metal contaminants in blood with thyroid hormones in a remote Indigenous (First Nations) region from Quebec, Canada (n=526). Using principa...

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Bibliographic Details
Main Authors: Eric N. Liberda, Aleksandra M. Zuk, David S. Di, Robert J. Moriarity, Ian D. Martin, Leonard J.S. Tsuji
Format: Article
Language:English
Published: Elsevier 2021-07-01
Series:Environmental Advances
Subjects:
Thyroid
Machine learning
Contaminants
Indigenous
Exposure
BKMR
Online Access:http://www.sciencedirect.com/science/article/pii/S2666765721000259

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