{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T17:51:11Z","timestamp":1772041871862,"version":"3.50.1"},"reference-count":63,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2023,7,1]],"date-time":"2023-07-01T00:00:00Z","timestamp":1688169600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,7,1]],"date-time":"2023-07-01T00:00:00Z","timestamp":1688169600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,7,1]],"date-time":"2023-07-01T00:00:00Z","timestamp":1688169600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012236","name":"Beijing Institute of Technology Research Fund Program for Young Scholars","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100012236","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["lzujbky-2021-kb26"],"award-info":[{"award-number":["lzujbky-2021-kb26"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Key Research and Development Program of China","award":["2019YFA0706200"],"award-info":[{"award-number":["2019YFA0706200"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61632014"],"award-info":[{"award-number":["61632014"]}],"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":["61627808"],"award-info":[{"award-number":["61627808"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"MOST","award":["2021ZD0202000"],"award-info":[{"award-number":["2021ZD0202000"]}]},{"name":"MOST","award":["2021ZD0200601"],"award-info":[{"award-number":["2021ZD0200601"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2023,7]]},"DOI":"10.1109\/jbhi.2023.3269814","type":"journal-article","created":{"date-parts":[[2023,4,25]],"date-time":"2023-04-25T18:39:06Z","timestamp":1682447946000},"page":"3152-3163","source":"Crossref","is-referenced-by-count":22,"title":["Clustering-Fusion Feature Selection Method in Identifying Major Depressive Disorder Based on Resting State EEG Signals"],"prefix":"10.1109","volume":"27","author":[{"given":"Shuting","family":"Sun","sequence":"first","affiliation":[{"name":"School of Medical Technology, Beijing Institute of Technology, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0563-4064","authenticated-orcid":false,"given":"Huayu","family":"Chen","sequence":"additional","affiliation":[{"name":"Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China"}]},{"given":"Gang","family":"Luo","sequence":"additional","affiliation":[{"name":"School of Medical Technology, Beijing Institute of Technology, Beijing, China"}]},{"given":"Chang","family":"Yan","sequence":"additional","affiliation":[{"name":"School of Medical Technology, Beijing Institute of Technology, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0484-3019","authenticated-orcid":false,"given":"Qunxi","family":"Dong","sequence":"additional","affiliation":[{"name":"School of Medical Technology, Beijing Institute of Technology, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8592-3087","authenticated-orcid":false,"given":"Xuexiao","family":"Shao","sequence":"additional","affiliation":[{"name":"Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7358-6503","authenticated-orcid":false,"given":"Xiaowei","family":"Li","sequence":"additional","affiliation":[{"name":"Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3514-5413","authenticated-orcid":false,"given":"Bin","family":"Hu","sequence":"additional","affiliation":[{"name":"School of Medical Technology, Beijing Institute of Technology, Beijing, China"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-10949-8"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2017.02.030"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM49941.2020.9313270"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-017-13626-3"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2016.08.010"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2020.06.031"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/SAI.2014.6918213"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1126\/science.1238411"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1038\/s42254-019-0040-8"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.20275"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s12021-021-09542-7"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1176\/ajp.2007.164.5.823"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.bpsc.2018.05.005"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1001\/jamapsychiatry.2013.1189"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2015.2504420"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-17313-4_14"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1038\/nm.4246"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2016.10.045"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1038\/npp.2015.12"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.biopsych.2014.08.009"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1186\/1475-925X-9-45"},{"key":"ref45","article-title":"Feature selection library","author":"roffo","year":"2023"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2006.01.021"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2005.11.054"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3389\/fgene.2021.684100"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012487302797"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1002\/pmic.201700232"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2008.02.014"},{"key":"ref49","article-title":"Representation learning on graphs: Methods and applications","author":"hamilton","year":"2017"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.04.053"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.neubiorev.2019.07.021"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s11571-022-09843-w"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(09)60879-5"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/S2215-0366(18)30511-X"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.pscychresns.2014.02.010"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2019.2894423"},{"key":"ref40","first-page":"18","article-title":"Feature selection based on information gain","volume":"2","author":"azhagusundari","year":"2013","journal-title":"Int J Innov Technol Exploring Eng"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2019.101596"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1038\/nmeth.2810"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3002843"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.25013"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2019.06.066"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2021.3069020"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2015.7318983"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"546","DOI":"10.1016\/j.bpsc.2021.10.017","article-title":"Electroencephalographic connectivity: A fundamental guide and checklist for optimal study design and evaluation","volume":"7","author":"miljevic","year":"2022","journal-title":"Biological Psychiatry Cognitive Neuroscience and Neuroimaging"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1016\/S2215-0366(21)00395-3","article-title":"Global, regional, and national burden of 12 mental disorders in 204 countries and territories, 1990&#x2013;2019: A systematic analysis for the global burden of disease study 2019","volume":"9","author":"collaborators","year":"2022","journal-title":"The Lancet Psychiatry"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0032508"},{"key":"ref39","article-title":"Generalized fisher score for feature selection","author":"gu","year":"0","journal-title":"Proc Conf Uncertainty of Artificial Intelligence"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3390\/s16101558"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s11704-022-2135-0"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.brainres.2020.146853"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1001\/jama.282.18.1737"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2063576.2063716"},{"key":"ref20","first-page":"591","article-title":"Diagnostic and statistical manual of mental disorders","volume":"21","author":"edition","year":"2013","journal-title":"Amer Psych Assoc"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1002\/int.22957"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1126\/science.1183090"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.2307\/2282967"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2021.117861"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2851-4"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3389\/fnagi.2014.00011"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1038\/npp.2013.330"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2022.3201203"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.neubiorev.2020.09.036"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/10171108\/10107698.pdf?arnumber=10107698","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,17]],"date-time":"2023-07-17T17:51:54Z","timestamp":1689616314000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10107698\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7]]},"references-count":63,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2023.3269814","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,7]]}}}