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Development of an explainable machine learning asthma prediction model using serum brominated flame retardants in a national population.

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Title: Development of an explainable machine learning asthma prediction model using serum brominated flame retardants in a national population.
Authors: Pan X; Graduate School, Beijing University of Chinese Medicine, Beijing, China.; The Second Clinical Medical College of Beijing University of Chinese Medicine, Dongfang Hospital of Beijing University of Chinese Medicine, Beijing, China., Wang Q; Graduate School, Beijing University of Chinese Medicine, Beijing, China.; Department of Pediatrics, China-Japan Friendship Hospital, Beijing, China., Li C; Center for Evidence-Based Medicine, Capital Institute of Pediatrics, 2 Yabao Road, Chaoyang District, Beijing, China.; Center for Evidence-Based Medicine, Capital Center for Children's Health, Capital Medical University, Beijing, China., Huang J; Graduate School, Beijing University of Chinese Medicine, Beijing, China.; The Second Clinical Medical College of Beijing University of Chinese Medicine, Dongfang Hospital of Beijing University of Chinese Medicine, Beijing, China., Wu L; Department of Pediatrics, Dongfang Hospital, Beijing University of Chinese Medicine, Beijing, China. wulq1211@163.com., Niu W; Center for Evidence-Based Medicine, Capital Institute of Pediatrics, 2 Yabao Road, Chaoyang District, Beijing, China. niuwenquan_shcn@163.com.; Center for Evidence-Based Medicine, Capital Center for Children's Health, Capital Medical University, Beijing, China. niuwenquan_shcn@163.com.
Source: Clinical and experimental medicine [Clin Exp Med] 2025 Oct 25; Vol. 25 (1), pp. 321. Date of Electronic Publication: 2025 Oct 25.
Publication Type: Journal Article
Journal Info: Publisher: Springer-Verlag Italia Country of Publication: Italy NLM ID: 100973405 Publication Model: Electronic Cited Medium: Internet ISSN: 1591-9528 (Electronic) Linking ISSN: 15918890 NLM ISO Abbreviation: Clin Exp Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Pan+X%22">Pan X</searchLink>; Graduate School, Beijing University of Chinese Medicine, Beijing, China.; The Second Clinical Medical College of Beijing University of Chinese Medicine, Dongfang Hospital of Beijing University of Chinese Medicine, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Wang+Q%22">Wang Q</searchLink>; Graduate School, Beijing University of Chinese Medicine, Beijing, China.; Department of Pediatrics, China-Japan Friendship Hospital, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Li+C%22">Li C</searchLink>; Center for Evidence-Based Medicine, Capital Institute of Pediatrics, 2 Yabao Road, Chaoyang District, Beijing, China.; Center for Evidence-Based Medicine, Capital Center for Children's Health, Capital Medical University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Huang+J%22">Huang J</searchLink>; Graduate School, Beijing University of Chinese Medicine, Beijing, China.; The Second Clinical Medical College of Beijing University of Chinese Medicine, Dongfang Hospital of Beijing University of Chinese Medicine, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Wu+L%22">Wu L</searchLink>; Department of Pediatrics, Dongfang Hospital, Beijing University of Chinese Medicine, Beijing, China. wulq1211@163.com.<br /><searchLink fieldCode="AU" term="%22Niu+W%22">Niu W</searchLink>; Center for Evidence-Based Medicine, Capital Institute of Pediatrics, 2 Yabao Road, Chaoyang District, Beijing, China. niuwenquan_shcn@163.com.; Center for Evidence-Based Medicine, Capital Center for Children's Health, Capital Medical University, Beijing, China. niuwenquan_shcn@163.com.
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  Data: <searchLink fieldCode="JN" term="%22100973405%22">Clinical and experimental medicine</searchLink> [Clin Exp Med] 2025 Oct 25; Vol. 25 (1), pp. 321. <i>Date of Electronic Publication: </i>2025 Oct 25.
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        Value: 10.1007/s10238-025-01849-y
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      – TitleFull: Development of an explainable machine learning asthma prediction model using serum brominated flame retardants in a national population.
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              Text: 2025 Oct 25
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