AIMC Topic: Persistent Organic Pollutants

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Assessment of POPs in foods from western China: Machine learning insights into risk and contamination drivers.

Environment international Apr 11, 2025
Persistent organic pollutants (POPs), including PCDD/Fs, PCBs, and PBDEs, are major environmental and food safety concerns due to their bioaccumulative and toxic properties. However, comprehensive research on the concentrations and influencing factor...
Machine Learning Animals Eggs Fishes Meat Polychlorinated Dibenzodioxins Halogenated Diphenyl Ethers Persistent Organic Pollutants Polychlorinated Biphenyls Cattle Food Contamination Environmental Monitoring Swine China Risk Assessment
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High-throughput prediction of oral acute toxicity in Rat and Mouse of over 100,000 polychlorinated persistent organic pollutants (PC-POPs) by interpretable data fusion-driven machine learning global models.

Journal of hazardous materials Oct 28, 2024
This study utilized available oral acute toxicity data in Rat and Mouse for polychlorinated persistent organic pollutants (PC-POPs) to construct data fusion-driven machine learning (ML) global models. Based on atom-centered fragments (ACFs), the coll...
Hydrocarbons, Chlorinated Toxicity Tests, Acute High-Throughput Screening Assays Persistent Organic Pollutants Mice Administration, Oral Rats Machine Learning Animals
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Utilizing machine learning to classify persistent organic pollutants in the serum of pregnant women: a predictive modeling approach.

Environmental science and pollution research international Aug 21, 2024
Polychlorinated biphenyls (PCBs), organochlorine pesticides (OCPs), polychlorinated dibenzo-p-dioxins and polychlorinated dibenzofurans (PCDD/Fs), and per- and poly-fluoroalkyl substances (PFAS) are persistent organic pollutants (POPs) that remain de...
Persistent Organic Pollutants Polychlorinated Biphenyls Environmental Monitoring Humans Hydrocarbons, Chlorinated Pregnancy Machine Learning Pesticides Adult Pregnant People Female
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Toxicity evaluation and oxidative stress response of fumaronitrile, a persistent organic pollutant (POP) of industrial waste water on tilapia fish (Oreochromis mossambicus).

Environmental research Sep 8, 2021
The study was designed to determine the impact of acute toxicity of fumaronitrile exposure through tissue damaging, oxidative stress enzymes and histopathological studies in gills, liver and muscle cells of freshwater tilapia fish (Oreochromis mossam...
Fumarates Persistent Organic Pollutants Liver Gills Catalase Oxidative Stress Tilapia Animals Water Pollutants, Chemical Superoxide Dismutase Antioxidants Industrial Waste Ecosystem Wastewater Lipid Peroxidation
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