{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,8]],"date-time":"2026-06-08T18:04:56Z","timestamp":1780941896731,"version":"3.54.1"},"reference-count":56,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T00:00:00Z","timestamp":1643673600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T00:00:00Z","timestamp":1643673600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T00:00:00Z","timestamp":1643673600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000050","name":"National Heart, Lung, and Blood Institute","doi-asserted-by":"publisher","award":["R24 HL114473"],"award-info":[{"award-number":["R24 HL114473"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000050","name":"National Heart, Lung, and Blood Institute","doi-asserted-by":"publisher","award":["75N92019R002"],"award-info":[{"award-number":["75N92019R002"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Cleveland Family Study"},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["HL46380"],"award-info":[{"award-number":["HL46380"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["M01 RR00080-39"],"award-info":[{"award-number":["M01 RR00080-39"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["T32-HL07567"],"award-info":[{"award-number":["T32-HL07567"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["RO1-46380"],"award-info":[{"award-number":["RO1-46380"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Multi-Ethnic Study of Atherosclerosis"},{"name":"Sleep Disorders with Cardiovascular Health Across Ethnic Groups","award":["RO1 HL098433"],"award-info":[{"award-number":["RO1 HL098433"]}]},{"DOI":"10.13039\/100000050","name":"National Heart, Lung, and Blood Institute","doi-asserted-by":"publisher","award":["HHSN268201500003I"],"award-info":[{"award-number":["HHSN268201500003I"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000050","name":"National Heart, Lung, and Blood Institute","doi-asserted-by":"publisher","award":["N01-HC-95159"],"award-info":[{"award-number":["N01-HC-95159"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000050","name":"National Heart, Lung, and Blood Institute","doi-asserted-by":"publisher","award":["N01-HC-95160"],"award-info":[{"award-number":["N01-HC-95160"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000050","name":"National Heart, Lung, and Blood Institute","doi-asserted-by":"publisher","award":["N01-HC-95161"],"award-info":[{"award-number":["N01-HC-95161"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000050","name":"National Heart, Lung, and Blood Institute","doi-asserted-by":"publisher","award":["N01-HC-95162"],"award-info":[{"award-number":["N01-HC-95162"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000050","name":"National Heart, Lung, and Blood Institute","doi-asserted-by":"publisher","award":["N01-HC-95163"],"award-info":[{"award-number":["N01-HC-95163"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000050","name":"National Heart, Lung, and Blood Institute","doi-asserted-by":"publisher","award":["N01-HC-95164"],"award-info":[{"award-number":["N01-HC-95164"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000050","name":"National Heart, Lung, and Blood Institute","doi-asserted-by":"publisher","award":["N01-HC-95165"],"award-info":[{"award-number":["N01-HC-95165"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000050","name":"National Heart, Lung, and Blood Institute","doi-asserted-by":"publisher","award":["N01-HC-95166"],"award-info":[{"award-number":["N01-HC-95166"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000050","name":"National Heart, Lung, and Blood Institute","doi-asserted-by":"publisher","award":["N01-HC-95167"],"award-info":[{"award-number":["N01-HC-95167"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000050","name":"National Heart, Lung, and Blood Institute","doi-asserted-by":"publisher","award":["N01-HC-95168"],"award-info":[{"award-number":["N01-HC-95168"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000050","name":"National Heart, Lung, and Blood Institute","doi-asserted-by":"publisher","award":["N01-HC-95169"],"award-info":[{"award-number":["N01-HC-95169"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000050","name":"National Heart, Lung, and Blood Institute","doi-asserted-by":"publisher","award":["UL1-TR-000040"],"award-info":[{"award-number":["UL1-TR-000040"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000050","name":"National Heart, Lung, and Blood Institute","doi-asserted-by":"publisher","award":["UL1-TR-001079"],"award-info":[{"award-number":["UL1-TR-001079"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000050","name":"National Heart, Lung, and Blood Institute","doi-asserted-by":"publisher","award":["UL1-TR-001420"],"award-info":[{"award-number":["UL1-TR-001420"]}],"id":[{"id":"10.13039\/100000050","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006108","name":"National Center for Advancing Translational Sciences","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006108","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Taewoong Medical"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2022,2]]},"DOI":"10.1109\/jbhi.2021.3098312","type":"journal-article","created":{"date-parts":[[2021,7,21]],"date-time":"2021-07-21T20:06:32Z","timestamp":1626897992000},"page":"550-560","source":"Crossref","is-referenced-by-count":39,"title":["Respiratory Event Detection During Sleep Using Electrocardiogram and Respiratory Related Signals: Using Polysomnogram and Patch-Type Wearable Device Data"],"prefix":"10.1109","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8023-1364","authenticated-orcid":false,"given":"Minsoo","family":"Yeo","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hoonsuk","family":"Byun","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8422-8613","authenticated-orcid":false,"given":"Jiyeon","family":"Lee","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6224-4575","authenticated-orcid":false,"given":"Jungick","family":"Byun","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3016-2591","authenticated-orcid":false,"given":"Hak Young","family":"Rhee","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3044-9397","authenticated-orcid":false,"given":"Wonchul","family":"Shin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5397-5245","authenticated-orcid":false,"given":"Heenam","family":"Yoon","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","first-page":"50","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 Am."},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1186\/s12967-017-1211-y"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1586\/17476348.2.3.349"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.smrv.2018.11.002"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1002\/art.23828"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1212\/01.wnl.0000086812.62554.06"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1161\/01.cir.101.4.392"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/s2213-2600(19)30198-5"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.6034"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1097\/mcp.0b013e3283659e1e"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"381","DOI":"10.1016\/B978-0-444-64032-1.00025-4","article-title":"Polysomnography","volume":"160","author":"Rundo","year":"2019","journal-title":"Handbook Clin. Neurol."},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.6506"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.7386"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s11325-017-1532-3"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.26861"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.8032"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.6514"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2018.2886064"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.8462"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/s20216067"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.burns.2017.12.012"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2018.8513531"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-39295-y"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2015.7319500"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2017.12.010"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocy064"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1164\/ajrccm\/151.3_pt_1.682"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.5665\/sleep.4732"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1161\/circep.110.958009"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1186\/1475-925x-3-28"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2009.2031639"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.3390\/s20216253"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/s20082338"},{"issue":"1","key":"ref34","first-page":"142","article-title":"Optimal feature search for vigilance estimation using deep reinforcement learning","volume-title":"Electronics","volume":"9","author":"Seok","year":"2020"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.5573\/ieiespc.2018.7.5.361"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s42835-019-00118-9"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/4281230"},{"key":"ref38","first-page":"2","article-title":"Linear and quadratic discriminant analysis: Tutorial","volume-title":"Statistics.","author":"Ghojogh","year":"2019"},{"issue":"3","key":"ref39","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1057\/9780230509993","article-title":"Classification and regression by randomForest","volume-title":"R News","volume":"2","author":"Liaw","year":"2002"},{"key":"ref40","article-title":"Multilayer perceptron tutorial","author":"Noriega","year":"2005"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"479","DOI":"10.1007\/978-3-540-92910-9_15","article-title":"SVM tutorial-classification, regression and ranking","volume-title":"Handbook Natural Comput.","volume":"1","author":"Yu","year":"2012"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2003.812203"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.27497"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/s0735-1097(97)00554-8"},{"issue":"2","key":"ref45","first-page":"102","article-title":"Effects of aging on the respiratory system","volume":"27","author":"Levitzky","year":"1984","journal-title":"Physiologist"},{"key":"ref46","article-title":"MESA PSG sleep reading Center SRC Manual of operations and scoring rules","author":"Arnold","year":"2014"},{"key":"ref47","article-title":"CFS, psg-reading-center: Scoring Respiratory Events","year":"2016"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/32.2.150"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1111\/jsr.13066"},{"issue":"3","key":"ref50","first-page":"161","article-title":"Is apnea-hypopnea index a proper measure for obstructive sleep apnea severity","volume":"27","author":"Asghari","year":"2013","journal-title":"Med. J. Islamic Republic Iran"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.5152\/tao.2018.3025"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.sleep.2019.12.021"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TENCON.2018.8650491"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2019.8857524"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TENCON.2018.8650429"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.3630"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/9703443\/09492783.pdf?arnumber=9492783","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,11]],"date-time":"2024-01-11T23:43:08Z","timestamp":1705016588000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9492783\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,2]]},"references-count":56,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2021.3098312","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,2]]}}}