Effect of the exposure to brominated flame retardants on hyperuricemia using interpretable machine learning algorithms based on the SHAP methodology

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Main Authors: Yu Cai, Xi-Ru Huang, Sheng-Jia Wang, Ying-Chao Liang, De-Liang Liu, Shu-Fang Chu, Hui-Lin Li
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12200863/?tool=EBI
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author Yu Cai
Xi-Ru Huang
Sheng-Jia Wang
Ying-Chao Liang
De-Liang Liu
Shu-Fang Chu
Hui-Lin Li
author_facet Yu Cai
Xi-Ru Huang
Sheng-Jia Wang
Ying-Chao Liang
De-Liang Liu
Shu-Fang Chu
Hui-Lin Li
author_sort Yu Cai
collection DOAJ
format Article
id doaj-art-ebbc80f721b54a8f9edada213beff6a2
institution OA Journals
issn 1932-6203
language English
publishDate 2025-01-01
publisher Public Library of Science (PLoS)
record_format Article
series PLoS ONE
spelling doaj-art-ebbc80f721b54a8f9edada213beff6a22025-08-20T02:35:21ZengPublic Library of Science (PLoS)PLoS ONE1932-62032025-01-01206Effect of the exposure to brominated flame retardants on hyperuricemia using interpretable machine learning algorithms based on the SHAP methodologyYu CaiXi-Ru HuangSheng-Jia WangYing-Chao LiangDe-Liang LiuShu-Fang ChuHui-Lin Lihttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC12200863/?tool=EBI
spellingShingle Yu Cai
Xi-Ru Huang
Sheng-Jia Wang
Ying-Chao Liang
De-Liang Liu
Shu-Fang Chu
Hui-Lin Li
Effect of the exposure to brominated flame retardants on hyperuricemia using interpretable machine learning algorithms based on the SHAP methodology
PLoS ONE
title Effect of the exposure to brominated flame retardants on hyperuricemia using interpretable machine learning algorithms based on the SHAP methodology
title_full Effect of the exposure to brominated flame retardants on hyperuricemia using interpretable machine learning algorithms based on the SHAP methodology
title_fullStr Effect of the exposure to brominated flame retardants on hyperuricemia using interpretable machine learning algorithms based on the SHAP methodology
title_full_unstemmed Effect of the exposure to brominated flame retardants on hyperuricemia using interpretable machine learning algorithms based on the SHAP methodology
title_short Effect of the exposure to brominated flame retardants on hyperuricemia using interpretable machine learning algorithms based on the SHAP methodology
title_sort effect of the exposure to brominated flame retardants on hyperuricemia using interpretable machine learning algorithms based on the shap methodology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12200863/?tool=EBI
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