{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,10]],"date-time":"2026-07-10T16:22:20Z","timestamp":1783700540379,"version":"3.55.0"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Guangdong Basic and Applied Basic Research Foundation","award":["2020A1515010701"],"award-info":[{"award-number":["2020A1515010701"]}]},{"name":"Shenzhen Science and Technology Plan for Fundamental Research","award":["JCYJ20180307153213863"],"award-info":[{"award-number":["JCYJ20180307153213863"]}]},{"name":"Shenzhen Science and Technology Plan for Fundamental Research","award":["JCY20190807162003696"],"award-info":[{"award-number":["JCY20190807162003696"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Instrum. Meas."],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/tim.2021.3062414","type":"journal-article","created":{"date-parts":[[2021,3,5]],"date-time":"2021-03-05T20:24:23Z","timestamp":1614975863000},"page":"1-13","source":"Crossref","is-referenced-by-count":96,"title":["Multiscale Deep Neural Network for Obstructive Sleep Apnea Detection Using RR Interval From Single-Lead ECG Signal"],"prefix":"10.1109","volume":"70","author":[{"given":"Qi","family":"Shen","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hengji","family":"Qin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Keming","family":"Wei","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guanzheng","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2008.2004495"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICEEICT.2015.7307522"},{"key":"ref33","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"van der maaten","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.sleep.2009.05.009"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1108\/EC-11-2015-0350"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2014.2345667"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2017.2690805"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.12.062"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2016.05.009"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-018-0963-0"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3324916"},{"key":"ref27","first-page":"11534","article-title":"ECA-Net: Efficient channel attention for deep convolutional neural networks","author":"wang","year":"2020","journal-title":"Proc IEEE\/CVF Conf Comput Vis Pattern Recognit (CVPR)"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1186\/1475-925X-3-28"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1513\/pats.200709-155MG"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1055\/s-2002-32318"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.03.011"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.7717\/peerj.7731"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2019.05.002"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2020.3017246"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1142\/S021951941950026X"},{"key":"ref26","first-page":"1","article-title":"Multi-scale context aggregation by dilated convolutions","author":"yu","year":"2016","journal-title":"Proc Int Conf Learn Represent"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1038\/323533a0"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2010.2087386"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2003.812203"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TBCAS.2018.2824659"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-011-0853-9"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/30.12.1756"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CIC.2000.898505"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1161\/01.CIR.101.23.e215"},{"key":"ref16","first-page":"909","article-title":"Automated detection of obstructive sleep apnoea by single-lead ECG through ELM classification","author":"sadr","year":"2014","journal-title":"Proc Comput Cardiol"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2015.2498199"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2016.08.012"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1155\/2019\/9768072"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1136\/thoraxjnl-2017-211131"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/30.3.291"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2009.2034975"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"1703s","DOI":"10.3233\/BME-151470","article-title":"Sleep apnea classification based on respiration signals by using ensemble methods","volume":"26","author":"avc?","year":"2015","journal-title":"Bio-Med Mater Eng"},{"key":"ref8","first-page":"99","article-title":"Speech-like analysis of snore signals for the detection of obstructive sleep apnea","author":"ng","year":"2006","journal-title":"Proc Int Conf Biomedical and Pharmaceutical Engineering"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.4015\/S1016237206000233"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2018.2876777"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3233\/BME-141106"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s13246-014-0281-x"},{"key":"ref45","first-page":"422","article-title":"Gender differences of heart rate variability in healthy volunteers","volume":"62","author":"saleem","year":"2012","journal-title":"J Pakistan Med Assoc"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2699184"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1093\/aje\/kwq477"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3390\/e19090489"},{"key":"ref41","first-page":"34","article-title":"Comparison of the efficacy of continuous positive airway pressure and oxygen therapy in increasing heart rate variability in patients with obstructive sleep apnea","volume":"18","author":"mostafavi","year":"2017","journal-title":"Iranian Hear Journal"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3390\/e22090915"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2018.2790968"}],"container-title":["IEEE Transactions on Instrumentation and Measurement"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/19\/9259274\/09371429.pdf?arnumber=9371429","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:51:03Z","timestamp":1652194263000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9371429\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":50,"URL":"https:\/\/doi.org\/10.1109\/tim.2021.3062414","relation":{},"ISSN":["0018-9456","1557-9662"],"issn-type":[{"value":"0018-9456","type":"print"},{"value":"1557-9662","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}