{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T15:29:06Z","timestamp":1784042946458,"version":"3.55.0"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"School of Engineering Scholarship"},{"DOI":"10.13039\/501100004543","name":"China Scholarship Council","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004543","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000266","name":"Engineering and Physical Sciences Research Council","doi-asserted-by":"publisher","award":["EP\/V057138\/1"],"award-info":[{"award-number":["EP\/V057138\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2025,10]]},"DOI":"10.1109\/jbhi.2025.3570032","type":"journal-article","created":{"date-parts":[[2025,5,14]],"date-time":"2025-05-14T13:33:10Z","timestamp":1747229590000},"page":"7080-7089","source":"Crossref","is-referenced-by-count":4,"title":["TFNet: A Temporal-Frequency Domain Model for Gait Biomechanical Signal Prediction"],"prefix":"10.1109","volume":"29","author":[{"given":"Qingyao","family":"Bian","sequence":"first","affiliation":[{"name":"School of Engineering, University of Birmingham, Birmingham, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weida","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Engineering, University of Birmingham, Birmingham, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5108-2128","authenticated-orcid":false,"given":"Jinming","family":"Duan","sequence":"additional","affiliation":[{"name":"Division of Informatics, Imaging and Data Sciences, University of Manchester, Manchester, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1400-792X","authenticated-orcid":false,"given":"Ziyun","family":"Ding","sequence":"additional","affiliation":[{"name":"School of Engineering, University of Birmingham, Birmingham, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Global Health Risks: Mortality and Burden of Disease Attributable to Selected Major Risks","author":"Organization","year":"2009"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s00508-016-1096-4"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1249\/mss.0b013e3181a0c95c"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1002\/jor.24751"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1177\/1545968314565510"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2010.08.011"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2018.2865614"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-43628-2"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1186\/s12984-019-0559-z"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.jelekin.2017.10.010"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TMECH.2012.2189014"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.36001\/ijphm.2021.v12i4.2958"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2019.2914187"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.gaitpost.2016.11.021"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.knee.2018.05.014"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-13386-9"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s10439-025-03682-6"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2011.2161671"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2013.6610190"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2020.3007480"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/8024789"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2024.3365201"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1006993"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2019.0402"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1008493"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbiomech.2009.12.012"},{"key":"ref27","first-page":"22419","article-title":"Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Wu","year":"2021"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3528233.3530717"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3588432.3591492"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72627-9_8"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/3DV53792.2021.00066"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00857"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbiomech.2021.110320"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-020-0481-z"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00552"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref37","article-title":"TimeXer: Empowering transformers for time series forecasting with exogenous variables","author":"Wang","year":"2024"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1186\/1743-0003-3-28"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1002\/sam.11500"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2023.119334"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3390\/s140406891"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1186\/s12984-022-01001-x"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.3182\/20140824-6-ZA-1003.02252"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3390\/robotics9040088"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.3390\/s20154345"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2021.3103201"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2019.2933603"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/s10439-018-2026-6"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbiomech.2012.10.002"},{"key":"ref50","article-title":"Gait cycle-inspired learning strategy for continuous prediction of knee joint trajectory from sEMG","author":"Fu","year":"2023"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1017\/wtc.2022.19"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2024.3506220"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1009500"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0274874"},{"issue":"PMLR","key":"ref55","first-page":"10470","article-title":"Automatic attention pruning: Improving and automating model pruning using attentions","volume-title":"Proc. Int. Conf. Artif. Intell. Statist.","author":"Zhao","year":"2023"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.findings-acl.363"},{"key":"ref57","first-page":"27268","article-title":"FEDformer: Frequency enhanced decomposed transformer for long-term series forecasting","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Zhou","year":"2022"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221020\/11192794\/11003576.pdf?arnumber=11003576","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,6]],"date-time":"2025-10-06T17:37:54Z","timestamp":1759772274000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11003576\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10]]},"references-count":57,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2025.3570032","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10]]}}}