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Pesticides, cancer, and oxidative stress: an application of machine learning to NHANES data

Abstract Background The large-scale application of pyrethroids and organophosphorus pesticides has great benefits for pest control. However, the increase of cancer incidence rate in recent years has also caused public concern about the health risks of pesticides. Hence, we utilized data from the Nat...

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Principais autores: Yanbin Liu, Kunze Li, Chaofan Li, Zeyao Feng, Yifan Cai, Yu Zhang, Yijian Hu, Xinyu Wei, Peizhuo Yao, Xuanyu Liu, Yiwei Jia, Wei Lv, Yinbin Zhang, Zhangjian Zhou, Fei Wu, Wanjun Yan, Shuqun Zhang, Chong Du
Format: Artigo
Sprog:Inglês
Udgivet: SpringerOpen 2024-01-01
Serier:Environmental Sciences Europe
Fag:
Pesticide
Oxidative stress
Cancer
NHANES
Machine learning
Predict model
Online adgang:https://doi.org/10.1186/s12302-023-00834-0
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