Uncertainty-Informed Deep Transfer Learning of Perfluoroalkyl and Polyfluoroalkyl Substance Toxicity
Sign Up to like & getrecommendations! Published in 2021 at "Journal of chemical information and modeling"
DOI: 10.1021/acs.jcim.1c01204
Abstract: Perfluoroalkyl and polyfluoroalkyl substances (PFAS) pose a significant hazard because of their widespread industrial uses, environmental persistence, and bioaccumulation. A growing, increasingly diverse inventory of PFAS, including 8163 chemicals, has recently been updated by the… read more here.
Keywords: perfluoroalkyl polyfluoroalkyl; toxicity; uncertainty; transfer learning ... See more keywords
Molecular Screening and Toxicity Estimation of 260, 000 Perfluoroalkyl and Polyfluoroalkyl Substances (PFASs) through Machine Learning
Sign Up to like & getrecommendations! Published in 2022 at "Journal of chemical information and modeling"
DOI: 10.1021/acs.jcim.2c00374
Abstract: Perfluoroalkyl and polyfluoroalkyl substances (PFASs) are a class of chemicals widely used in industrial applications due to their exceptional properties and stability. However, they do not readily degrade in the environment and are linked to… read more here.
Keywords: substances pfass; perfluoroalkyl polyfluoroalkyl; machine; machine learning ... See more keywords
Plasma Perfluoroalkyl and Polyfluoroalkyl Substances Concentration and Menstrual Cycle Characteristics in Preconception Women
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DOI: 10.1289/ehp1203
Abstract: Background: Perfluoroalkyl and polyfluoroalkyl substances (PFASs) are persistent synthetic chemicals that are widely used in industrial applications and often detectable in humans. In rats, PFASs can interfere with the estrous cycle. In humans, menstruation has… read more here.
Keywords: pfna; pfhxs; menstrual cycle; cycle ... See more keywords
Electrospun fluorinated carbon nanotubes/silk fibroin composite nanofibers for the analysis of perfluoroalkyl and polyfluoroalkyl substances.
Sign Up to like & getrecommendations! Published in 2023 at "Journal of hazardous materials"
DOI: 10.2139/ssrn.4269980
Abstract: Assessment of the exposure risk of perfluoroalkyl and polyfluoroalkyl substances (PFASs) has been of public concern for many years. However, it is a challenging undertaking because of the trace levels of these contaminants in the… read more here.
Keywords: perfluoroalkyl polyfluoroalkyl; fluorinated carbon; carbon nanotubes; silk fibroin ... See more keywords