{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T20:18:40Z","timestamp":1783455520925,"version":"3.55.0"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"University of Sydney Nano Institute Kickstarter","award":["228599"],"award-info":[{"award-number":["228599"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2026,7]]},"DOI":"10.1109\/jbhi.2025.3647317","type":"journal-article","created":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T18:31:34Z","timestamp":1766514694000},"page":"5881-5893","source":"Crossref","is-referenced-by-count":0,"title":["Multi-Task Learning for OSA Detection and Sleep Staging via Multi-Scale Modeling"],"prefix":"10.1109","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7764-6040","authenticated-orcid":false,"given":"Zhiya","family":"Wang","sequence":"first","affiliation":[{"name":"School of Biomedical Engineering, University of Sydney, Sydney, NSW, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tian","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Biomedical Engineering, University of Sydney, Sydney, NSW, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-8670-1433","authenticated-orcid":false,"given":"Yunfeng","family":"Zhu","sequence":"additional","affiliation":[{"name":"School of Biomedical Engineering, University of Sydney, Sydney, NSW, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1415-1195","authenticated-orcid":false,"given":"Jia","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Biomedical Engineering, University of Sydney, Sydney, NSW, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7920-4924","authenticated-orcid":false,"given":"Peter A.","family":"Cistulli","sequence":"additional","affiliation":[{"name":"Charles Perkins Centre and Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3720-718X","authenticated-orcid":false,"given":"Wei","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Biomedical Engineering, University of Sydney, Sydney, NSW, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.17226\/11617"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.smrv.2014.03.003"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.31887\/DCNS.2008.10.3\/dnutt"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2869.2011.00990.x"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.6576"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2024.3490757"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2018.2823384"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2019.105001"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.106591"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1513\/pats.200707-114MG"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0011356"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-010-9453-8"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-85138-0"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.2196\/44818"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/LSENS.2025.3558675"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.iot.2022.100613"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2024.3378508"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2021.3062414"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2020.3017246"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.108783"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.104532"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2017.2721116"},{"key":"ref23","first-page":"4415","article-title":"U-Time: A fully convolutional network for time series segmentation applied to sleep staging","volume-title":"Proc. 33rd Int. Conf. Neural Inf. Process. Syst.","author":"Perslev","year":"2019"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2020.102037"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2019.2896659"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2021.3117970"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2023.3303197"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2023.3278657"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i1.27779"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.sleep.2024.01.015"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.105784"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3070057"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2023.3235436"},{"key":"ref34","article-title":"SleepFM: Multi-modal representation learning for sleep across ECG, EEG and respiratory signals","volume-title":"Proc. AAAI 2024 Spring Symp. Clin. Found. Models","author":"Thapa","year":"2024"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2024.3512616"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2025.103275"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC58623.2025.11253950"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CIHMCompanion65205.2025.11002700"},{"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":"10.1111\/jsr.54_12912"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2024.3403878"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-025-02237-2"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221020\/11595905\/11313090.pdf?arnumber=11313090","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T19:45:40Z","timestamp":1783453540000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11313090\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7]]},"references-count":43,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2025.3647317","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7]]}}}