{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,20]],"date-time":"2025-11-20T13:18:29Z","timestamp":1763644709082,"version":"3.44.0"},"reference-count":28,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001409","name":"Department of Computer Science and Information Technology, Siksha \u2018O\u2019 Anusandahn (Deemed to be University), Bhubaneswar, India","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001409","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3603596","type":"journal-article","created":{"date-parts":[[2025,8,28]],"date-time":"2025-08-28T18:10:34Z","timestamp":1756404634000},"page":"156091-156106","source":"Crossref","is-referenced-by-count":1,"title":["Tackling Heterogeneity in Intelligent Internet of Medical Things Applications Through Federated Transformer Regularization"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4519-9645","authenticated-orcid":false,"given":"Sanjoy","family":"Mondal","sequence":"first","affiliation":[{"name":"Department of Computer Science and Information Technology, Siksha ‘O’ Anusandhan (Deemed to be University), Bhubaneswar, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-2254-7202","authenticated-orcid":false,"given":"Taniya","family":"Ghosh","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Siksha ‘O’ Anusandhan (Deemed to be University), Bhubaneswar, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5546-6188","authenticated-orcid":false,"given":"Abhishek","family":"Das","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Aliah University, Kolkata, India"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Non-IID data and federated learning: A survey","author":"Zhu","year":"2020","journal-title":"arXiv:2012.03217"},{"key":"ref2","article-title":"Measuring the effects of non-identical data distribution for federated visual classification","author":"Hsu","year":"2019","journal-title":"arXiv:1909.06335"},{"doi-asserted-by":"publisher","key":"ref3","DOI":"10.1007\/s00542-022-05398-2"},{"doi-asserted-by":"publisher","key":"ref4","DOI":"10.3233\/shti220697"},{"key":"ref5","article-title":"Try to avoid attacks: A federated data sanitization defense for healthcare IoMT systems","author":"Chen","year":"2022","journal-title":"arXiv:2211.01592"},{"key":"ref6","article-title":"A federated learning framework for healthcare IoT devices","author":"Yuan","year":"2020","journal-title":"arXiv:2005.05083"},{"doi-asserted-by":"publisher","key":"ref7","DOI":"10.1109\/JBHI.2022.3173947"},{"doi-asserted-by":"publisher","key":"ref8","DOI":"10.1109\/JBHI.2022.3185673"},{"doi-asserted-by":"publisher","key":"ref9","DOI":"10.1016\/j.knosys.2023.110658"},{"doi-asserted-by":"publisher","key":"ref10","DOI":"10.1109\/ACCESS.2021.3118642"},{"key":"ref11","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. 20th Int. Conf. Artif. Intell. Statist. (AISTATS)","volume":"54","author":"McMahan"},{"key":"ref12","article-title":"Federated optimization in heterogeneous networks","author":"Li","year":"2020","journal-title":"arXiv:1812.06127"},{"key":"ref13","article-title":"Federated learning with non-IID data","author":"Zhao","year":"2018","journal-title":"arXiv:1806.00582"},{"key":"ref14","article-title":"NITS-VC system for VATEX video captioning challenge 2020","author":"Ghosh","year":"2020","journal-title":"arXiv:2006.04058"},{"doi-asserted-by":"publisher","key":"ref15","DOI":"10.1561\/2200000083"},{"doi-asserted-by":"publisher","key":"ref16","DOI":"10.18653\/v1\/2020.findings-emnlp.372"},{"key":"ref17","article-title":"Linformer: Self-attention with linear complexity","author":"Wang","year":"2020","journal-title":"arXiv:2006.04768"},{"doi-asserted-by":"publisher","key":"ref18","DOI":"10.1038\/s41467-023-43715-z"},{"doi-asserted-by":"publisher","key":"ref19","DOI":"10.1109\/JBHI.2022.3167256"},{"doi-asserted-by":"publisher","key":"ref20","DOI":"10.1109\/CVPR46437.2021.01057"},{"doi-asserted-by":"publisher","key":"ref21","DOI":"10.48550\/ARXIV.1706.03762"},{"doi-asserted-by":"publisher","key":"ref22","DOI":"10.1109\/TMC.2025.3526519"},{"doi-asserted-by":"publisher","key":"ref23","DOI":"10.1109\/ISCAS58744.2024.10558672"},{"doi-asserted-by":"publisher","key":"ref24","DOI":"10.1109\/TCSS.2022.3232192"},{"doi-asserted-by":"publisher","key":"ref25","DOI":"10.1109\/ACCESS.2024.3357514"},{"key":"ref26","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"McMahan","year":"2023","journal-title":"arXiv:1602.05629"},{"key":"ref27","article-title":"Federated optimization in heterogeneous networks","author":"Li","year":"2020","journal-title":"arXiv:1812.06127"},{"key":"ref28","article-title":"Model-contrastive federated learning","author":"Qinbin","year":"2021","journal-title":"arXiv:2103.16257"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11143151.pdf?arnumber=11143151","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,12]],"date-time":"2025-09-12T04:55:15Z","timestamp":1757652915000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11143151\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3603596","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2025]]}}}