{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,9]],"date-time":"2025-12-09T18:41:04Z","timestamp":1765305664081,"version":"3.46.0"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2025,2,1]],"date-time":"2025-02-01T00:00:00Z","timestamp":1738368000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,2,1]],"date-time":"2025-02-01T00:00:00Z","timestamp":1738368000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,2,1]],"date-time":"2025-02-01T00:00:00Z","timestamp":1738368000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"seed research grant from Shriners Children's"},{"name":"Wallace H. Coulter Distinguished Faculty Fellowship"},{"name":"Petit Institute Faculty Fellowship"},{"name":"research funding from Amazon and Microsoft Research to Professor May D. Wang"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2025,2]]},"DOI":"10.1109\/jbhi.2024.3512616","type":"journal-article","created":{"date-parts":[[2024,12,9]],"date-time":"2024-12-09T14:01:37Z","timestamp":1733752897000},"page":"878-886","source":"Crossref","is-referenced-by-count":4,"title":["Advancing Sleep Disorder Diagnostics: A Transformer-Based EEG Model for Sleep Stage Classification and OSA Prediction"],"prefix":"10.1109","volume":"29","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-5880-3242","authenticated-orcid":false,"given":"Cheng","family":"Wan","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-0915-6342","authenticated-orcid":false,"given":"Micky C.","family":"Nnamdi","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8972-7342","authenticated-orcid":false,"given":"Wenqi","family":"Shi","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA"}]},{"given":"Benjamin","family":"Smith","sequence":"additional","affiliation":[{"name":"Shriners Children's Chicago, Chicago, IL, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8540-6269","authenticated-orcid":false,"given":"Chad","family":"Purnell","sequence":"additional","affiliation":[{"name":"Craniofacial and Plastic Surgery, University of Illinois Chicago, Chicago, IL, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3961-3608","authenticated-orcid":false,"given":"May D.","family":"Wang","sequence":"additional","affiliation":[{"name":"Wallace H. Coulter Department of Biomedical Engineering, School of Electrical and Computer Engineering, Department of Computational Science and Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/diseases9040088"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/zsx040"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1111\/resp.13838"},{"issue":"5","key":"ref4","first-page":"355","article-title":"Diagnosis and treatment of obstructive sleep apnea in adults","volume":"94","author":"Semelka","year":"2016","journal-title":"Amer. Fam. Physician"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/S2213-2600(19)30198-5"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.29252\/nirp.bcn.9.2.147"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.5665\/sleep.5776"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/32.2.150"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2869.2005.00450.x"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2012.6252386"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2017.2776149"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2023.3305980"},{"article-title":"Automatic sleep stage scoring with single-channel EEG using convolutional neural networks","year":"2016","author":"Tsinalis","key":"ref13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2017.12.001"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2020.102203"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2022.3192988"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2021.3076234"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/app11146622"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-85138-0"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0216456"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2018.2872652"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0272167"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2022.103792"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/life12101509"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2012.6347006"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3402\/jchimp.v6.32170"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2022.3147187"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2017.12.039"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2017.2668993"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.04.043"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2014.2303991"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.03.020"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2019.2912955"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2018.2813138"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2021.102581"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW63382.2024.00628"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2022.3230250"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2016.2550104"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocy064"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/20.12.1077"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/22.5.667"},{"key":"ref42","article-title":"The AASM manual for the scoring of sleep and associated events: Rules, terminology, and technical specification","author":"Iber","year":"2007","journal-title":"(No Title)"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.2172"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.6506"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.3390\/signals5020018"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2021.106119"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221020\/10879093\/10783032.pdf?arnumber=10783032","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,9]],"date-time":"2025-12-09T18:34:08Z","timestamp":1765305248000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10783032\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,2]]},"references-count":46,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2024.3512616","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"type":"print","value":"2168-2194"},{"type":"electronic","value":"2168-2208"}],"subject":[],"published":{"date-parts":[[2025,2]]}}}