{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T19:29:35Z","timestamp":1774466975318,"version":"3.50.1"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/access.2019.2928129","type":"journal-article","created":{"date-parts":[[2019,7,11]],"date-time":"2019-07-11T19:54:52Z","timestamp":1562874892000},"page":"96495-96505","source":"Crossref","is-referenced-by-count":24,"title":["Pediatric Sleep Stage Classification Using Multi-Domain Hybrid Neural Networks"],"prefix":"10.1109","volume":"7","author":[{"given":"Yonghoon","family":"Jeon","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8258-6804","authenticated-orcid":false,"given":"Siwon","family":"Kim","sequence":"additional","affiliation":[]},{"given":"Hyun-Soo","family":"Choi","sequence":"additional","affiliation":[]},{"given":"Yoon Gi","family":"Chung","sequence":"additional","affiliation":[]},{"given":"Sun Ah","family":"Choi","sequence":"additional","affiliation":[]},{"given":"Hunmin","family":"Kim","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2367-197X","authenticated-orcid":false,"given":"Sungroh","family":"Yoon","sequence":"additional","affiliation":[]},{"given":"Hee","family":"Hwang","sequence":"additional","affiliation":[]},{"given":"Ki Joong","family":"Kim","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","first-page":"512","article-title":"Boosting algorithms as gradient descent","author":"mason","year":"1999","journal-title":"Proc 12th Int Conf Neural Inf Process Syst (NIPS)"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1177\/001316446002000104"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2013.47"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/5.135376"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/aadc1f"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TAU.1967.1161901"},{"key":"ref36","article-title":"On the convergence of adam and beyond","author":"reddi","year":"2019","journal-title":"arXiv 1904 09237"},{"key":"ref35","article-title":"Automatic differentiation in PyTorch","author":"paszke","year":"2017","journal-title":"Proc NIPS AutodiffWorkshop"},{"key":"ref34","first-page":"1263","article-title":"Learning from imbalanced data","volume":"21","author":"he","year":"2008","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.12.023"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2017.2776149"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2017.2775058"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2013.07.006"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2011.11.005"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2017.12.039"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2016.12.004"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2018.00781"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/zsy041"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6579\/aae943"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0216456"},{"key":"ref4","author":"berry","year":"2012","journal-title":"The AASM Manual for the scoring of sleep and associated events Rules terminology and technical specifications"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocy131"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/nrn2868"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.07.004"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.03.020"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2018.00110"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2016.12.015"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2017.02.004"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2015.01.022"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2017.01.014"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2899781"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2018.2813138"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2017.12.001"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2007.06.016"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2019.01.013"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3233547.3233567"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2017.2733220"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3389\/fncom.2018.00085"},{"key":"ref43","author":"schomer","year":"2012","journal-title":"Niedermeyer&#x2019;s Electroencephalography Basic Principles Clinical Applications and Related Fields"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2017.2721116"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8600701\/08759961.pdf?arnumber=8759961","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,8,10]],"date-time":"2021-08-10T19:40:13Z","timestamp":1628624413000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8759961\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":43,"URL":"https:\/\/doi.org\/10.1109\/access.2019.2928129","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]}}}