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Advancing sleep health equity through deep learning on large-scale nocturnal respiratory signals.

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Title: Advancing sleep health equity through deep learning on large-scale nocturnal respiratory signals.
Authors: Zhuang Z; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China., Xue B; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China., An Q; Department of Biomedical Engineering, Fourth Military Medical University, Xi'an, China., Chu H; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China., Zhang Y; School of Electronic and Optical Engineering, Nanjing University of Science and Technology ZiJin College, Nanjing, China., Chen R; Department of Respiratory and Critical Care Medicine, Sleep Center, The Second Affiliated Hospital of Soochow University, Suzhou, China., Xu J; Department of Respiratory and Critical Care Medicine, The Affiliated Huaian No.1 People's Hospital of Nanjing Medical University, Huai'an, China., Ding N; Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China., Cui X; Department of General Medicine and Sleep Medicine Center, The Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi, China., Wang E; Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha, China., Wang M; Department of Environmental Genomics, Jiangsu Key Laboratory of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, School of Public Health, Nanjing Medical University, Nanjing, China., Xin J; Department of Bioinformatics, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, China., Yang X; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China., Xu Y; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China., Li Y; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China., Fu CH; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China., Zhu X; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China., Peng M; The State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China. pmg@bupt.edu.cn., Hong H; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China. hongnju@njust.edu.cn.
Source: Nature communications [Nat Commun] 2025 Oct 22; Vol. 16 (1), pp. 9334. Date of Electronic Publication: 2025 Oct 22.
Publication Type: Journal Article
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Zhuang+Z%22">Zhuang Z</searchLink>; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Xue+B%22">Xue B</searchLink>; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22An+Q%22">An Q</searchLink>; Department of Biomedical Engineering, Fourth Military Medical University, Xi'an, China.<br /><searchLink fieldCode="AU" term="%22Chu+H%22">Chu H</searchLink>; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Zhang+Y%22">Zhang Y</searchLink>; School of Electronic and Optical Engineering, Nanjing University of Science and Technology ZiJin College, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Chen+R%22">Chen R</searchLink>; Department of Respiratory and Critical Care Medicine, Sleep Center, The Second Affiliated Hospital of Soochow University, Suzhou, China.<br /><searchLink fieldCode="AU" term="%22Xu+J%22">Xu J</searchLink>; Department of Respiratory and Critical Care Medicine, The Affiliated Huaian No.1 People's Hospital of Nanjing Medical University, Huai'an, China.<br /><searchLink fieldCode="AU" term="%22Ding+N%22">Ding N</searchLink>; Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Cui+X%22">Cui X</searchLink>; Department of General Medicine and Sleep Medicine Center, The Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi, China.<br /><searchLink fieldCode="AU" term="%22Wang+E%22">Wang E</searchLink>; Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Wang+M%22">Wang M</searchLink>; Department of Environmental Genomics, Jiangsu Key Laboratory of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, School of Public Health, Nanjing Medical University, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Xin+J%22">Xin J</searchLink>; Department of Bioinformatics, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Yang+X%22">Yang X</searchLink>; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Xu+Y%22">Xu Y</searchLink>; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Li+Y%22">Li Y</searchLink>; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Fu+CH%22">Fu CH</searchLink>; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Zhu+X%22">Zhu X</searchLink>; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Peng+M%22">Peng M</searchLink>; The State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China. pmg@bupt.edu.cn.<br /><searchLink fieldCode="AU" term="%22Hong+H%22">Hong H</searchLink>; School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China. hongnju@njust.edu.cn.
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  Data: <searchLink fieldCode="JN" term="%22101528555%22">Nature communications</searchLink> [Nat Commun] 2025 Oct 22; Vol. 16 (1), pp. 9334. <i>Date of Electronic Publication: </i>2025 Oct 22.
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