{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T15:26:50Z","timestamp":1781018810203,"version":"3.54.1"},"reference-count":28,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T00:00:00Z","timestamp":1706745600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T00:00:00Z","timestamp":1706745600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T00:00:00Z","timestamp":1706745600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000923","name":"Australian Research Council Discovery Project","doi-asserted-by":"publisher","award":["DP210102761"],"award-info":[{"award-number":["DP210102761"]}],"id":[{"id":"10.13039\/501100000923","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Consumer Electron."],"published-print":{"date-parts":[[2024,2]]},"DOI":"10.1109\/tce.2024.3360994","type":"journal-article","created":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T18:40:42Z","timestamp":1706812842000},"page":"2107-2115","source":"Crossref","is-referenced-by-count":21,"title":["DSFL: A Decentralized SplitFed Learning Approach for Healthcare Consumers in the Metaverse"],"prefix":"10.1109","volume":"70","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2439-641X","authenticated-orcid":false,"given":"Veronika","family":"Stephanie","sequence":"first","affiliation":[{"name":"School of Computing Technologies, RMIT University, Melbourne, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5512-114X","authenticated-orcid":false,"given":"Ibrahim","family":"Khalil","sequence":"additional","affiliation":[{"name":"School of Computing Technologies, RMIT University, Melbourne, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9440-7669","authenticated-orcid":false,"given":"Mohammed","family":"Atiquzzaman","sequence":"additional","affiliation":[{"name":"School of Computer Science, University of Oklahoma, Norman, OK, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.15585\/mmwr.mm6943a3"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3241628"},{"key":"ref3","first-page":"111","article-title":"Chapter 7-smart healthcare digital transformation during the Covid-19 pandemic","volume-title":"Proc. Digit. Transf. Healthcare Post-Covid-19 Times","author":"Moro-Visconti"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"471","DOI":"10.1016\/j.tcm.2022.05.004","article-title":"CardioVerse: The cardiovascular medicine in the era of metaverse","volume":"33","author":"Skalidis","year":"2023","journal-title":"Trends Cardiovasc. Med."},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1097\/apo.0000000000000537"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CITS55221.2022.9832978"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3304790"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/IOTM.004.2100182"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i8.20825"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3172114"},{"key":"ref11","first-page":"58","article-title":"Optimization in federated learning","volume-title":"Proc. ITAT","author":"Felbab"},{"key":"ref12","article-title":"On the convergence of federated optimization in heterogeneous networks","author":"Sahu","journal-title":"arXiv:1812.06127"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1561\/2200000083"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2022.05.003"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-022-00549-6"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MCE.2022.3212570"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2022.3149288"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/IWCMC51323.2021.9498820"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IOTM.001.2300054"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.001.2200231"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM46510.2021.9685045"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9148862"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN48605.2020.9207469"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/OJCS.2023.3262203"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/RoboMech.2019.8704767"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3310103"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref28","article-title":"MedMNIST v2: A large-scale lightweight benchmark for 2D and 3D biomedical image classification","volume-title":"arXiv:2110.14795","author":"Yang","year":"2022"}],"container-title":["IEEE Transactions on Consumer Electronics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/30\/10510045\/10418528.pdf?arnumber=10418528","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,12]],"date-time":"2025-02-12T18:20:46Z","timestamp":1739384446000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10418528\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,2]]},"references-count":28,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tce.2024.3360994","relation":{},"ISSN":["0098-3063","1558-4127"],"issn-type":[{"value":"0098-3063","type":"print"},{"value":"1558-4127","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,2]]}}}