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Integrating lipid-related composite indices and explainable machine learning for coronary heart disease risk assessment.

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Title: Integrating lipid-related composite indices and explainable machine learning for coronary heart disease risk assessment.
Authors: Liu Y; Department of Electrocardiology, The Second Affiliated Hospital of Wannan Medical University, Wuhu, China., Chen X; Department of Electrocardiology, The Second Affiliated Hospital of Wannan Medical University, Wuhu, China., Hu Y; Department of Electrocardiology, The Second Affiliated Hospital of Wannan Medical University, Wuhu, China., Shi K; Anhui College of Traditional Chinese Medicine, Wuhu, China., Xiao W; Eastern Theater Command Centers for Disease Control and Prevention, Nanjing, China., Ang C; Jinghu District Hospital of Wuhu City, Wuhu, China.
Source: Frontiers in public health [Front Public Health] 2026 Jun 17; Vol. 14, pp. 1849932. Date of Electronic Publication: 2026 Jun 17 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Liu+Y%22">Liu Y</searchLink>; Department of Electrocardiology, The Second Affiliated Hospital of Wannan Medical University, Wuhu, China.<br /><searchLink fieldCode="AU" term="%22Chen+X%22">Chen X</searchLink>; Department of Electrocardiology, The Second Affiliated Hospital of Wannan Medical University, Wuhu, China.<br /><searchLink fieldCode="AU" term="%22Hu+Y%22">Hu Y</searchLink>; Department of Electrocardiology, The Second Affiliated Hospital of Wannan Medical University, Wuhu, China.<br /><searchLink fieldCode="AU" term="%22Shi+K%22">Shi K</searchLink>; Anhui College of Traditional Chinese Medicine, Wuhu, China.<br /><searchLink fieldCode="AU" term="%22Xiao+W%22">Xiao W</searchLink>; Eastern Theater Command Centers for Disease Control and Prevention, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Ang+C%22">Ang C</searchLink>; Jinghu District Hospital of Wuhu City, Wuhu, China.
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        Value: 10.3389/fpubh.2026.1849932
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              Text: 2026 Jun 17
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