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The association between sleep disorders and the risk of atherosclerotic cardiovascular disease: regression analysis and neural network prediction based on NHANES data.

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Title: The association between sleep disorders and the risk of atherosclerotic cardiovascular disease: regression analysis and neural network prediction based on NHANES data.
Authors: Meng LB; Cardiometabolic Medicine Center, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, A 167 Beilishi Rd, Xicheng District, Beijing, 100037, China.; Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, National Clinical Research Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, A 167 Beilishi Rd, Xicheng District, Beijing, 100037, China.; State Key Laboratory of Cardiovascular Disease, A 167 Beilishi Rd, Xicheng District, Beijing, 100037, China., Cui K; Cardiometabolic Medicine Center, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, A 167 Beilishi Rd, Xicheng District, Beijing, 100037, China.; Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, National Clinical Research Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, A 167 Beilishi Rd, Xicheng District, Beijing, 100037, China.; State Key Laboratory of Cardiovascular Disease, A 167 Beilishi Rd, Xicheng District, Beijing, 100037, China., Song Y; Cardiometabolic Medicine Center, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, A 167 Beilishi Rd, Xicheng District, Beijing, 100037, China.; Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, National Clinical Research Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, A 167 Beilishi Rd, Xicheng District, Beijing, 100037, China.; State Key Laboratory of Cardiovascular Disease, A 167 Beilishi Rd, Xicheng District, Beijing, 100037, China., Li B; Cardiometabolic Medicine Center, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, A 167 Beilishi Rd, Xicheng District, Beijing, 100037, China.; Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, National Clinical Research Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, A 167 Beilishi Rd, Xicheng District, Beijing, 100037, China.; State Key Laboratory of Cardiovascular Disease, A 167 Beilishi Rd, Xicheng District, Beijing, 100037, China., Zhang Y; State Key Laboratory of Cardiovascular Disease, A 167 Beilishi Rd, Xicheng District, Beijing, 100037, China. zybzcl@163.com.; Aortic and Vascular Surgery Centre, CAMS & PUMC, Fuwai Hospital, National Centre for Cardiovascular Diseases, Beijing, China. zybzcl@163.com., Dou K; Cardiometabolic Medicine Center, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, A 167 Beilishi Rd, Xicheng District, Beijing, 100037, China. drdoukefei@126.com.; Department of Cardiology, Fuwai Hospital, National Center for Cardiovascular Diseases, National Clinical Research Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, A 167 Beilishi Rd, Xicheng District, Beijing, 100037, China. drdoukefei@126.com.; State Key Laboratory of Cardiovascular Disease, A 167 Beilishi Rd, Xicheng District, Beijing, 100037, China. drdoukefei@126.com.; Aortic and Vascular Surgery Centre, CAMS & PUMC, Fuwai Hospital, National Centre for Cardiovascular Diseases, Beijing, China. drdoukefei@126.com.
Source: Journal of cardiothoracic surgery [J Cardiothorac Surg] 2026 Mar 02; Vol. 21 (1). Date of Electronic Publication: 2026 Mar 02.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101265113 Publication Model: Electronic Cited Medium: Internet ISSN: 1749-8090 (Electronic) Linking ISSN: 17498090 NLM ISO Abbreviation: J Cardiothorac Surg Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1749-8090
DOI:10.1186/s13019-026-03911-6