{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T16:11:21Z","timestamp":1778083881751,"version":"3.51.4"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100019033","name":"Key Research and Development Program of Liaoning Province","doi-asserted-by":"publisher","award":["2020JH2\/10300104"],"award-info":[{"award-number":["2020JH2\/10300104"]}],"id":[{"id":"10.13039\/501100019033","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2021YFF0306200"],"award-info":[{"award-number":["2021YFF0306200"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U20A20201"],"award-info":[{"award-number":["U20A20201"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Liaoning Province Doctoral Scientific Research Foundation","award":["2020-BS-025"],"award-info":[{"award-number":["2020-BS-025"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2022,12]]},"DOI":"10.1109\/jbhi.2022.3166859","type":"journal-article","created":{"date-parts":[[2022,4,13]],"date-time":"2022-04-13T19:30:04Z","timestamp":1649878204000},"page":"5841-5850","source":"Crossref","is-referenced-by-count":34,"title":["Obstructive Sleep Apnea Detection Scheme Based on Manually Generated Features and Parallel Heterogeneous Deep Learning Model Under IoMT"],"prefix":"10.1109","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4512-167X","authenticated-orcid":false,"given":"Shiliang","family":"Shao","sequence":"first","affiliation":[{"name":"State Key Laboratory of Robotics, Shenyang Institute of Automation Chinese Academy of Sciences, Shenyang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6921-7369","authenticated-orcid":false,"given":"Guangjie","family":"Han","sequence":"additional","affiliation":[{"name":"Department of Internet of Things Engineering, Hohai University, Changzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ting","family":"Wang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Robotics, Shenyang Institute of Automation Chinese Academy of Sciences, Shenyang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8392-1777","authenticated-orcid":false,"given":"Chunhe","family":"Song","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Robotics, Shenyang Institute of Automation Chinese Academy of Sciences, Shenyang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chen","family":"Yao","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Robotics, Shenyang Institute of Automation Chinese Academy of Sciences, Shenyang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2414-0895","authenticated-orcid":false,"given":"Jianxia","family":"Hou","sequence":"additional","affiliation":[{"name":"Department of Periodontology, Peking University and Hospital of Stomatology, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.1985.325532"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CIC.2000.898505"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2021.3062414"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2021.102906"},{"key":"ref31","first-page":"851","article-title":"Deep learning in bioinformatics","volume":"18","author":"min","year":"2017","journal-title":"Brief Bioinf"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2017.2721116"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"215e","DOI":"10.1161\/01.CIR.101.23.e215","article-title":"PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals","volume":"101","author":"goldberger","year":"2000","journal-title":"Circulation"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2019.05.002"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2020.3017246"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.03.011"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2014.2311325"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-00538-6"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TBCAS.2019.2892334"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.autneu.2019.102563"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/8371637"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2019.2914211"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1111\/jsr.13274"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.sleep.2018.09.014"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0156628"},{"key":"ref18","first-page":"909","article-title":"Automated detection of obstructive sleep apnoea by single-lead ECG through ELM classification","author":"sadr","year":"0","journal-title":"Proc Comput Cardiol"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2015.2498199"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2018.2790968"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyt.2021.642333"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2016.08.012"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2017.2784415"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.12.001"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3390\/e21080812"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1109\/TASE.2014.2345667","article-title":"An automatic screening approach for obstructive sleep apnea diagnosis based on single-lead electrocardiogram","volume":"12","author":"zhang","year":"2015","journal-title":"IEEE Trans Automat Sci Eng"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2017.2740120"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2021.3059883"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2018.2842919"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2016.2636778"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2018.2823265"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3039272"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TBCAS.2018.2824659"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2019.2938165"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2015.05.025"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2020.08.015"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.7498\/aps.68.20190372"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1142\/S0219519421500251"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2006.889772"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"53","DOI":"10.4103\/jmss.JMSS_23_19","article-title":"Chaos-based analysis of heart rate variability time series in obstructive sleep apnea subjects","volume":"10","author":"naghsh","year":"2020","journal-title":"Journal of medical signals and sensors"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2017.10.004"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2019.2910342"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/e17010123"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2020.3033072"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3390\/e17010231"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/9973412\/09756945.pdf?arnumber=9756945","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,26]],"date-time":"2022-12-26T19:28:13Z","timestamp":1672082893000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9756945\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12]]},"references-count":47,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2022.3166859","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,12]]}}}