{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,4]],"date-time":"2026-07-04T16:40:46Z","timestamp":1783183246099,"version":"3.54.6"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"STI 2030-Major Project","award":["2022ZD0211700"],"award-info":[{"award-number":["2022ZD0211700"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U22A20293"],"award-info":[{"award-number":["U22A20293"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U24A20338"],"award-info":[{"award-number":["U24A20338"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62376098"],"award-info":[{"award-number":["62376098"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62276102"],"award-info":[{"award-number":["62276102"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2024A1515011983"],"award-info":[{"award-number":["2024A1515011983"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Biomed. Eng."],"published-print":{"date-parts":[[2025,10]]},"DOI":"10.1109\/tbme.2025.3561228","type":"journal-article","created":{"date-parts":[[2025,4,15]],"date-time":"2025-04-15T13:35:36Z","timestamp":1744724136000},"page":"3056-3070","source":"Crossref","is-referenced-by-count":5,"title":["Multi-View Self-Supervised Learning Enhances Automatic Sleep Staging From EEG Signals"],"prefix":"10.1109","volume":"72","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1805-5339","authenticated-orcid":false,"given":"Tianyou","family":"Yu","sequence":"first","affiliation":[{"name":"School of Automation Science and Engineering, South China University of Technology, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xinxin","family":"Hu","sequence":"additional","affiliation":[{"name":"School of Automation Science and Engineering, South China University of Technology, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3643-5976","authenticated-orcid":false,"given":"Yanbin","family":"He","sequence":"additional","affiliation":[{"name":"Department of Traumatic Brain Injury Rehabilitation and Severe Rehabilitation, Guangdong Work Injury Rehabilitation Hospital, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3938-8359","authenticated-orcid":false,"given":"Wei","family":"Wu","sequence":"additional","affiliation":[{"name":"Songjiang Hospital and Songjiang Research Institute, Shanghai Key Laboratory of Emotions and Affective Disorders, Shanghai Jiao Tong University School of Medicine, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9365-2953","authenticated-orcid":false,"given":"Zhenghui","family":"Gu","sequence":"additional","affiliation":[{"name":"School of Automation Science and Engineering, South China University of Technology, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5502-8321","authenticated-orcid":false,"given":"Zhuliang","family":"Yu","sequence":"additional","affiliation":[{"name":"School of Automation Science and Engineering, South China University of Technology, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4288-5591","authenticated-orcid":false,"given":"Yuanqing","family":"Li","sequence":"additional","affiliation":[{"name":"School of Automation Science and Engineering, South China University of Technology, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1669-8338","authenticated-orcid":false,"given":"Fei","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Artificial Intelligence, South China Normal University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6354-2972","authenticated-orcid":false,"given":"Jun","family":"Xiao","sequence":"additional","affiliation":[{"name":"School of Electric Power Engineering, South China University of Technology, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2017.2721116"},{"key":"ref2","article-title":"SleepNet: Automated sleep staging system via deep learning","author":"Biswal","year":"2017"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2018.2813138"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2018.2872652"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0216456"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC44109.2020.9176741"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2021.3076234"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3070057"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1810.04805"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.5555\/3524938.3525087"},{"key":"ref11","first-page":"12449","article-title":"wav2vec 2.0: A framework for self-supervised learning of speech representations","volume-title":"Proc. Adv. Neural Inf. Process. Syst","volume":"33","author":"Baevski","year":"2020"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2021.653659"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/abca18"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2022.3180155"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2022.3199363"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2022.3202209"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2022.3164516"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2021.3130826"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/324"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2022.3215086"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2023.3245285"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2024.3432633"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2004.03.039"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2187647"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2013.07.006"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/zsx139"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2021.3110665"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00393"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00674"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00975"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.5555\/3495724.3497510"},{"key":"ref32","first-page":"9912","article-title":"Unsupervised learning of visual features by contrasting cluster assignments","volume-title":"Proc. Adv Neural Inf. Process. Syst.","volume":"33","author":"Caron","year":"2020"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01549"},{"key":"ref34","article-title":"Representation learning with contrastive predictive coding","author":"Oord","year":"2018"},{"key":"ref35","article-title":"Improved baselines with momentum contrastive learning","author":"Chen","year":"2020"},{"key":"ref36","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Radford","year":"2021"},{"key":"ref37","first-page":"3988","article-title":"Self-supervised contrastive pre-training for time series via time-frequency consistency","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"35","author":"Zhang","year":"2022"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00197"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/10.867928"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1161\/01.CTR.101.23.e215"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2015.7319762"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1111\/jsr.12169"},{"issue":"2","key":"ref43","first-page":"644","article-title":"A manual of standardized terminology, techniques and scoring system for sleep stages of human subjects","volume":"26","author":"Wolpert","year":"1969","journal-title":"Electroencephalography Clin. Neurophysiol."},{"issue":"2012","key":"ref44","first-page":"7","article-title":"The AASM manual for the scoring of sleep and associated events","volume":"176","author":"Berry","year":"2012","journal-title":"Rules, Terminol. Tech. Specifications, Darien, Illinois, Amer. Acad. Sleep Med."},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2020.102037"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2019.2896659"}],"container-title":["IEEE Transactions on Biomedical Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10\/11174018\/10965348.pdf?arnumber=10965348","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,30]],"date-time":"2025-09-30T12:34:23Z","timestamp":1759235663000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10965348\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10]]},"references-count":46,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tbme.2025.3561228","relation":{},"ISSN":["0018-9294","1558-2531"],"issn-type":[{"value":"0018-9294","type":"print"},{"value":"1558-2531","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10]]}}}