{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T14:53:04Z","timestamp":1784040784593,"version":"3.55.0"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Language Commission","award":["ZDI145-80"],"award-info":[{"award-number":["ZDI145-80"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62076051"],"award-info":[{"award-number":["62076051"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Consumer Electron."],"published-print":{"date-parts":[[2025,5]]},"DOI":"10.1109\/tce.2025.3542794","type":"journal-article","created":{"date-parts":[[2025,2,17]],"date-time":"2025-02-17T13:31:47Z","timestamp":1739799107000},"page":"5535-5546","source":"Crossref","is-referenced-by-count":6,"title":["Multiscale Graph Transformer for Brain Disorder Diagnosis"],"prefix":"10.1109","volume":"71","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2116-2183","authenticated-orcid":false,"given":"Ahsan","family":"Shehzad","sequence":"first","affiliation":[{"name":"School of Software Technology, Dalian University of Technology, Dalian, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7683-5560","authenticated-orcid":false,"given":"Dongyu","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Foreign Languages and the School of Software Technology, Dalian University of Technology, Dalian, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1124-9509","authenticated-orcid":false,"given":"Shuo","family":"Yu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-5024-8880","authenticated-orcid":false,"given":"Shagufta","family":"Abid","sequence":"additional","affiliation":[{"name":"School of Software Technology, Dalian University of Technology, Dalian, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3602-4023","authenticated-orcid":false,"given":"Dinesh Kant","family":"Kumar","sequence":"additional","affiliation":[{"name":"School of Engineering, RMIT University, Melbourne, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8324-1859","authenticated-orcid":false,"given":"Feng","family":"Xia","sequence":"additional","affiliation":[{"name":"School of Computing Technologies, RMIT University, Melbourne, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2020.03.031"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/jproc.2018.2825200"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/tce.2023.3328479"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/rbme.2018.2886237"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/tmi.2022.3218745"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/tce.2024.3482689"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s11571-020-09630-5"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/nrn2575"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2022.3209686"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.metrad.2023.100046"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/tmi.2021.3051604"},{"key":"ref12","article-title":"Graph transformers: A survey","author":"Shehzad","year":"2024","journal-title":"arXiv:2407.09777"},{"key":"ref13","first-page":"28877","article-title":"Do transformers really perform badly for graph representation?","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Ying"},{"key":"ref14","first-page":"21618","article-title":"Rethinking graph transformers with spectral attention","volume-title":"Proc. 35th Int. Conf. Neural Inf. Process. Syst.","volume":"34","author":"Kreuzer"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2023.3282961"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/jbhi.2024.3366662"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2016.11.006"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.tins.2024.05.011"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/tcyb.2021.3071110"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.tins.2022.06.007"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/tce.2024.3425478"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/jbhi.2025.3538040"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.105554"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2016.09.046"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/tmrb.2023.3270481"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/tce.2024.3379482"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1186\/s40708-023-00195-7"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2021.102233"},{"key":"ref29","first-page":"1","article-title":"Brain network transformer","volume-title":"Proc. Adv. Neural Inf. Process. Syst. (NeurIPS)","author":"Kan"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3605943"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3505244"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.acl-long.249"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/tce.2023.3251407"},{"key":"ref34","first-page":"1","article-title":"Long-range brain graph transformer","volume-title":"Proc. 38th Annu. Conf. Neural Inf. Process. Syst.","author":"Yu"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1201\/9781315165868"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1038\/nn.4502"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2009.03.020"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.31887\/dcns.2013.15.3\/osporns"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1097\/wco.0b013e32833aa567"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2013.00458"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhx179"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1088\/1742-5468\/2008\/10\/p10008"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2009.09.037"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1523\/jneurosci.1296-11.2011"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2014.12.012"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/34.192463"},{"issue":"7","key":"ref47","first-page":"1326","article-title":"Frequencies contributing to functional connectivity in the cerebral cortex in \u2018resting-state\u2019 data","volume":"22","author":"Cordes","year":"2001","journal-title":"Amer. J. Neuroradiol."},{"key":"ref48","first-page":"1","article-title":"Graph attention networks","volume-title":"Proc. 6th Int. Conf. Learn. Represent. (ICLR)","author":"Velickovic"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/bf00994018"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1023\/a:1010933404324"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1038\/323533a0"},{"key":"ref53","first-page":"1","article-title":"Semi-supervised classification with graph convolutional networks","volume-title":"Proc. 5th Int. Conf. Learn. Represent.","author":"Kipf"},{"key":"ref54","first-page":"1","article-title":"How powerful are graph neural networks?","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Xu"}],"container-title":["IEEE Transactions on Consumer Electronics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/30\/11128999\/10891489.pdf?arnumber=10891489","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T18:30:57Z","timestamp":1766514657000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10891489\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5]]},"references-count":54,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tce.2025.3542794","relation":{},"ISSN":["0098-3063","1558-4127"],"issn-type":[{"value":"0098-3063","type":"print"},{"value":"1558-4127","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,5]]}}}