{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,26]],"date-time":"2026-06-26T01:23:53Z","timestamp":1782437033481,"version":"3.54.5"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key R&D Program of China","award":["2017YFE0111900"],"award-info":[{"award-number":["2017YFE0111900"]}]},{"DOI":"10.13039\/501100012166","name":"National Basic Research Program of China","doi-asserted-by":"publisher","award":["2014CB744600"],"award-info":[{"award-number":["2014CB744600"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61402211"],"award-info":[{"award-number":["61402211"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61210010"],"award-info":[{"award-number":["61210010"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Program of Beijing Municipal Science & Technology Commission","award":["Z171100000117005"],"award-info":[{"award-number":["Z171100000117005"]}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"crossref","award":["lzujbky-2019-kb24"],"award-info":[{"award-number":["lzujbky-2019-kb24"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"crossref","award":["lzujbky-2017-kb08"],"award-info":[{"award-number":["lzujbky-2017-kb08"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2019,11]]},"DOI":"10.1109\/jbhi.2019.2938247","type":"journal-article","created":{"date-parts":[[2019,8,29]],"date-time":"2019-08-29T23:51:31Z","timestamp":1567122691000},"page":"2265-2275","source":"Crossref","is-referenced-by-count":78,"title":["Multimodal Depression Detection: Fusion of Electroencephalography and Paralinguistic Behaviors Using a Novel Strategy for Classifier Ensemble"],"prefix":"10.1109","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8562-416X","authenticated-orcid":false,"given":"Xiaowei","family":"Zhang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6099-3209","authenticated-orcid":false,"given":"Jian","family":"Shen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zia ud","family":"Din","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jinyong","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gang","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3514-5413","authenticated-orcid":false,"given":"Bin","family":"Hu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1159\/000026630"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/5238028"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(00)00150-3"},{"key":"ref32","first-page":"1","article-title":"An overview of classifier fusion methods","volume":"7","author":"ruta","year":"2000","journal-title":"Comput Inf Syst"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.2005.1571679"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/1101149.1101236"},{"key":"ref37","first-page":"1","article-title":"Multi-agent based classifier combination","volume":"26","author":"kou","year":"2003","journal-title":"Chin J Comput"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/4235.585893"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-9236(02)00079-9"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/0167-8655(95)00050-Q"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3133944.3133945"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/2988257.2988263"},{"key":"ref29","first-page":"409","article-title":"Multimodal biomarkers to discriminate cognitive state","author":"quatieri","year":"2017","journal-title":"The Role of Technology in Clinical Neuropsychology"},{"key":"ref2","author":"organization","year":"2014","journal-title":"Paying for Performance in Health Care"},{"key":"ref1","author":"organization","year":"2017","journal-title":"A System of Health Accounts 2011"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2017.04.001"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2003.1280531"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1177\/002383096400700203","article-title":"Voice quality changes in depression","volume":"7","year":"1964","journal-title":"Lang Speech"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.21284"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-133X(01)00324-4"},{"key":"ref26","article-title":"Measuring depression symptom severity from spoken language and 3D facial expressions","author":"haque","year":"2018"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.20172"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1090\/S0025-5718-1965-0178586-1"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2010.2091640"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0150584"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/0167-8655(95)00050-Q"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/1873951.1874246"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2016.08.010"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1159\/000381950"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.cogsys.2018.07.010"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1159\/000438457"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2016.07.006"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2018.04.012"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1177\/070674371405901206"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/BSN.2013.6575522"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1037\/h0036706"},{"key":"ref18","first-page":"1059","article-title":"Vocal-source biomarkers for depression: A link to psychomotor activity","author":"quatieri","year":"0","journal-title":"Proc Annu Conf Int Speech Commun Assoc"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.biopsych.2012.03.015"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/mp.2015.69"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/0005-7967(94)00075-U"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/9514369"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2016.06.049"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1017\/S0033291716002403"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0123524"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevA.34.2427"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.biopsych.2018.02.1007"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.3389\/fphys.2015.00074"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2017.2761982"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICBECS.2010.5462520"},{"key":"ref47","first-page":"547","article-title":"On measures of entropy and information","volume":"1","author":"r\u00e9nyi","year":"0","journal-title":"Proc 4th Berkeley Symp Math Statist Probability"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04898-2_321"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-37015-1_74"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TAU.1967.1161901"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1097\/WNP.0b013e3181c298fe"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/8894179\/08819979.pdf?arnumber=8819979","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T21:14:53Z","timestamp":1657746893000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8819979\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11]]},"references-count":54,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2019.2938247","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,11]]}}}