{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T20:18:44Z","timestamp":1783455524704,"version":"3.55.0"},"reference-count":49,"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":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62271181"],"award-info":[{"award-number":["62271181"]}],"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":["62371178"],"award-info":[{"award-number":["62371178"]}],"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":["62371172"],"award-info":[{"award-number":["62371172"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2026,7]]},"DOI":"10.1109\/jbhi.2025.3643173","type":"journal-article","created":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T18:36:44Z","timestamp":1765564604000},"page":"5845-5857","source":"Crossref","is-referenced-by-count":0,"title":["ASA-STGCN: Adaptive Sparse Awareness-Spatiotemporal Graph Convolutional Network for Multi-Class Motor Imagery EEG Classification"],"prefix":"10.1109","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1976-4794","authenticated-orcid":false,"given":"Ming","family":"Meng","sequence":"first","affiliation":[{"name":"School of Automation, Hangzhou Dianzi University, Hangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peiqi","family":"Yu","sequence":"additional","affiliation":[{"name":"School of Automation, Hangzhou Dianzi University, Hangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5206-9833","authenticated-orcid":false,"given":"Qingshan","family":"She","sequence":"additional","affiliation":[{"name":"School of Automation, Hangzhou Dianzi University, Hangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xugang","family":"Xi","sequence":"additional","affiliation":[{"name":"School of Automation, Hangzhou Dianzi University, Hangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0113-6968","authenticated-orcid":false,"given":"Wanzeng","family":"Kong","sequence":"additional","affiliation":[{"name":"Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province, Hangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1016\/B978-0-444-52901-5.00006-X","article-title":"Braincomputer interfaces","volume":"110","author":"Wolpaw","year":"2013","journal-title":"Handbook Clin. Neurol."},{"issue":"5","key":"ref2","article-title":"Motor imagery-related braincomputer interface: A comprehensive review","volume":"16","author":"He","year":"2019","journal-title":"J. Neural Eng."},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/5.939829"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.tins.2006.07.004"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2017.2660485"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TCDS.2019.2929858"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2012.00039"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1093\/brain\/aws059"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2021.3085131"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-019-1270-0"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2016.03.004"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-017-1611-4"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2020.3025777"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2017.2788081"},{"issue":"4","key":"ref15","first-page":"528","article-title":"Enhancing motor imagery classification in brain-computer interface using convolutional neural networks and long short-term memory networks","volume":"31","author":"Sakhavi","year":"2023","journal-title":"IEEE Trans. Neural Syst. Rehabil. Eng."},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2019.2915621"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/tbme.2025.3579491"},{"key":"ref18","first-page":"235","article-title":"Grid-based EEG signal representation and temporal-spatial feature extraction using 2D CNNs","volume":"27","author":"Wang","year":"2023","journal-title":"IEEE J. Biomed. Health Inform."},{"key":"ref19","first-page":"264","article-title":"Spatial representation and temporal feature learning for EEG signals via 2D convolutional neural networks","volume":"512","author":"Chen","year":"2022","journal-title":"Neurocomputing"},{"key":"ref20","first-page":"1","article-title":"Semi-supervised classification with graph convolutional networks","author":"Kipf","year":"2017","journal-title":"Proc. Int. Conf. Learn. Represent."},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-17566-9_12"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.2967128"},{"key":"ref23","article-title":"MutualGraphNet: A novel model for motor imagery classification","author":"Li","year":"2021"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2022.3204314"},{"key":"ref25","first-page":"1","article-title":"DropEdge: Towards deep graph convolutional networks on node classification","author":"Rong","year":"2020","journal-title":"Proc. Int. Conf. Learn. Represent."},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3072345"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3070599"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3285215"},{"key":"ref29","first-page":"1","article-title":"Graph attention networks","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Velikovi"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3391356"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.107596"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3227736"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2019.00177"},{"key":"ref34","first-page":"1","article-title":"BCI Competition 2008Graz data set A","volume":"16","author":"Brunner","year":"2008","journal-title":"Inst. Knowl. Discov. (Lab. Brain-Comput. Interfaces), Graz Univ. Technol."},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2004.827088"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1093\/gigascience\/giz002"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2008.4634130"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.23730"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/aace8c"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.2967128"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3390\/electronics13112174"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.bbe.2022.08.003"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2023.3257319"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2022.3230250"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2025.3560993"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1088\/2632-2153\/ad9135"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2025.3546288"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-62523-9"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1152\/jn.00132.2002"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221020\/11595905\/11299410.pdf?arnumber=11299410","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T19:45:39Z","timestamp":1783453539000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11299410\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7]]},"references-count":49,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2025.3643173","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7]]}}}