{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T10:05:17Z","timestamp":1764842717879,"version":"3.37.3"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2024,5,1]],"date-time":"2024-05-01T00:00:00Z","timestamp":1714521600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,5,1]],"date-time":"2024-05-01T00:00:00Z","timestamp":1714521600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,5,1]],"date-time":"2024-05-01T00:00:00Z","timestamp":1714521600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62101607","62171114"],"award-info":[{"award-number":["62101607","62171114"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Sustainable Development Science and Technology Project of Shenzhen Science and Technology Innovation Commission","award":["KCXFZ20201221173411032"],"award-info":[{"award-number":["KCXFZ20201221173411032"]}]},{"name":"Industry-University-Research Cooperation Project","award":["GP\/026\/2020"],"award-info":[{"award-number":["GP\/026\/2020"]}]},{"name":"Zhuhai City, Guangdong Province, China"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2024,5]]},"DOI":"10.1109\/jbhi.2023.3258601","type":"journal-article","created":{"date-parts":[[2023,3,22]],"date-time":"2023-03-22T18:01:48Z","timestamp":1679508108000},"page":"2602-2612","source":"Crossref","is-referenced-by-count":11,"title":["An Ensemble Classification Model for Depression Based on Wearable Device Sleep Data"],"prefix":"10.1109","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0448-739X","authenticated-orcid":false,"given":"Yuzhu","family":"Hu","sequence":"first","affiliation":[{"name":"School of Intelligent Systems Engineering, Sun Yat-Sen University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4570-2271","authenticated-orcid":false,"given":"Jian","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Intelligent Systems Engineering, Sun Yat-Sen University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4745-8361","authenticated-orcid":false,"given":"Junxin","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Software, Dalian University of Technology, Dalian, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1717-5785","authenticated-orcid":false,"given":"Wei","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Medical Technology, Beijing Institute of Technology, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4698-2658","authenticated-orcid":false,"given":"Shen","family":"Zhao","sequence":"additional","affiliation":[{"name":"School of Intelligent Systems Engineering, Sun Yat-Sen University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4952-699X","authenticated-orcid":false,"given":"Xiping","family":"Hu","sequence":"additional","affiliation":[{"name":"School of Medical Technology, Beijing Institute of Technology, Beijing, China"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Depression"},{"year":"2022","key":"ref2","article-title":"World mental health report: Transforming mental health for all"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2021.3122463"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1097\/mlr.0b013e31803bb4c1"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.4088\/JCP.v66n1008"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1111\/bjhp.12391"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330792"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2994985"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.7717\/peerj.2537"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3191775"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2968219.2968299"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2022.3140433"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2022.107132"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2018.2801289"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3389\/fcomp.2021.661676"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2019.2938111"},{"key":"ref17","first-page":"1","article-title":"NSEM: Novel stacked ensemble method for sentiment analysis","volume-title":"Proc. IEEE Int. Conf. Artif. Intell. Data Process.","author":"Yunus","year":"2018"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1039\/C7LC00914C"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2019.8856966"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2015.2440264"},{"key":"ref21","first-page":"5","article-title":"Physical symptoms of depression: Unmet needs","volume":"64","author":"Greden","year":"2003","journal-title":"J. Clin. Psychiatry"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s00441-018-2978-8"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/RSETE.2011.5964024"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1038\/npp.2011.151"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1111\/jcmm.14170"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.sleep.2018.03.011"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P14-1062"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2014.2315623"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2016.2634527"},{"article-title":"Measuring depression symptom severity from spoken language and 3D facial expressions","year":"2018","author":"Haque","key":"ref30"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1038\/s41398-021-01445-0"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2017.8273620"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2022.101621"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2017.8037318"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1186\/1756-0500-3-149"},{"key":"ref36","first-page":"5689","article-title":"Gain: Missing data imputation using generative adversarial nets","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Yoon","year":"2018"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(03)00169-2"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/IC4ME2.2018.8465641"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1161\/circulationaha.106.682658"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.4018\/JOEUC.2018100107"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/WIECON-ECE52138.2020.9397999"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CIEL.2014.7015738"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICCUBEA.2015.61"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3204949.3208125"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-012-1228-3"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocy064"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/10521573\/10078251.pdf?arnumber=10078251","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T05:02:10Z","timestamp":1725512530000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10078251\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5]]},"references-count":46,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2023.3258601","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"type":"print","value":"2168-2194"},{"type":"electronic","value":"2168-2208"}],"subject":[],"published":{"date-parts":[[2024,5]]}}}