Machine learning prediction of sudden cardiac death incorporating multiple lipid markers: evidence from the Taiwan Chin Shan community cohort.
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| Title: | Machine learning prediction of sudden cardiac death incorporating multiple lipid markers: evidence from the Taiwan Chin Shan community cohort. |
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| Authors: | Chen YY; Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan.; Cardiovascular Center, Taichung Veterans General Hospital, Taichung, Taiwan.; Department of Post-Baccalaureate Medicine, National Chung Hsing University School of Medicine, Taichung, Taiwan.; Heart Rhythm Center, Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan., Chen Y; Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK. yang.chen2@liverpool.ac.uk., Chien KL; Institute of Epidemiology and Preventive Medicine College of Public Health, National Taiwan University, Taipei, Taiwan., Yu Q; Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK.; Computer Science Department, University of Exeter, Exeter, UK., Hsieh YC; Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan.; Cardiovascular Center, Taichung Veterans General Hospital, Taichung, Taiwan.; Department of Post-Baccalaureate Medicine, National Chung Hsing University School of Medicine, Taichung, Taiwan.; Institute of Epidemiology and Preventive Medicine College of Public Health, National Taiwan University, Taipei, Taiwan., Chen FY; Cardiovascular Center, Taichung Veterans General Hospital, Taichung, Taiwan.; Heart Rhythm Center, Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan., Lin YJ; Cardiovascular Center, Taichung Veterans General Hospital, Taichung, Taiwan. linyennjiang@gmail.com.; Heart Rhythm Center, Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan. linyennjiang@gmail.com.; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan. linyennjiang@gmail.com.; Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan. linyennjiang@gmail.com., Lip GYH; Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK.; Danish Center for Health Services Research, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark.; Department of Cardiology, Lipidology and Internal Medicine, Medical University of Bialystok, Bialystok, Poland., Chen SA; Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan.; Cardiovascular Center, Taichung Veterans General Hospital, Taichung, Taiwan.; Department of Post-Baccalaureate Medicine, National Chung Hsing University School of Medicine, Taichung, Taiwan.; Heart Rhythm Center, Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan. |
| Source: | Lipids in health and disease [Lipids Health Dis] 2026 May 30. Date of Electronic Publication: 2026 May 30. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 101147696 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-511X (Electronic) Linking ISSN: 1476511X NLM ISO Abbreviation: Lipids Health Dis Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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