Finally, SHapley additive interpretation (SHAP) analysis was used to rank the importance of each variable in the random forest model, and it was found that chlorpyrifos and malathion had quite significant effects on the occurrence and development of AMD. age related macular degeneration pesticides machine learning NHANES cross-section study The author(s) declare that financial support was received for the research and/or publication of this article.
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Machine learning model for age related macular degeneration based on pesticides: the National Health and Nutrition Examination Survey 2007-2008.
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