Machine learning approach for predicting past environmental exposures from molecular profiling of post-exposure human serum samples

OBJECTIVE: To develop an approach for a retrospective analysis of post-exposure serum samples using diverse molecular profiles. METHODS: The 236 molecular profiles from 800 de-identified human serum samples from the Department of Defense Serum Repository were classified as smokers or non-smokers bas...

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Vydáno v:J Occup Environ Med
Hlavní autoři: Khan, Atif, Thatcher, Thomas H., Woeller, Collynn F., Sime, Patricia J., Phipps, Richard P., Hopke, Philip K., Utell, Mark J., Krahl, Pamela L., Mallon, Timothy M., Thakar, Juilee
Médium: Artigo
Jazyk:Inglês
Vydáno: 2019
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6897314/
https://ncbi.nlm.nih.gov/pubmed/31800451
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/JOM.0000000000001692
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