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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
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  Data: 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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  Data: <searchLink fieldCode="AU" term="%22Meng+LB%22">Meng LB</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Cui+K%22">Cui K</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Song+Y%22">Song Y</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Li+B%22">Li B</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Zhang+Y%22">Zhang Y</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Dou+K%22">Dou K</searchLink>; 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.
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  Data: <searchLink fieldCode="JN" term="%22101265113%22">Journal of cardiothoracic surgery</searchLink> [J Cardiothorac Surg] 2026 Mar 02; Vol. 21 (1). <i>Date of Electronic Publication: </i>2026 Mar 02.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101265113 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1749-8090 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2217498090%22">17498090 </searchLink><i>NLM ISO Abbreviation: </i>J Cardiothorac Surg <i>Subsets: </i>MEDLINE
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RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1186/s13019-026-03911-6
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      – Code: eng
        Text: English
    Titles:
      – TitleFull: 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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            NameFull: Meng LB
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            – D: 02
              M: 03
              Text: 2026 Mar 02
              Type: published
              Y: 2026
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