{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T10:00:55Z","timestamp":1781863255413,"version":"3.54.5"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/100010661","name":"European Union\u2019s Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie","doi-asserted-by":"publisher","award":["778602 ULTRACEPT"],"award-info":[{"award-number":["778602 ULTRACEPT"]}],"id":[{"id":"10.13039\/100010661","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3368065","type":"journal-article","created":{"date-parts":[[2024,2,20]],"date-time":"2024-02-20T18:59:25Z","timestamp":1708455565000},"page":"28798-28809","source":"Crossref","is-referenced-by-count":26,"title":["Computer Vision Based Transfer Learning-Aided Transformer Model for Fall Detection and Prediction"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-0295-5603","authenticated-orcid":false,"given":"Sheldon","family":"McCall","sequence":"first","affiliation":[{"name":"School of Computer Science, University of Lincoln, Lincoln, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shina Samuel","family":"Kolawole","sequence":"additional","affiliation":[{"name":"School of Computer Science, University of Lincoln, Lincoln, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8218-5584","authenticated-orcid":false,"given":"Afreen","family":"Naz","sequence":"additional","affiliation":[{"name":"School of Computer Science, University of Lincoln, Lincoln, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liyun","family":"Gong","sequence":"additional","affiliation":[{"name":"School of Computer Science, University of Lincoln, Lincoln, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-7300-1317","authenticated-orcid":false,"given":"Syed Waqar","family":"Ahmed","sequence":"additional","affiliation":[{"name":"Department of Sciences and Humanities, FAST-National University of Computer and Emerging Sciences, Islamabad, Pakistan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pandey Shourya","family":"Prasad","sequence":"additional","affiliation":[{"name":"International Institute of Information Technology Bangalore, Bengaluru, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6576-9564","authenticated-orcid":false,"given":"Miao","family":"Yu","sequence":"additional","affiliation":[{"name":"School of Computer Science, University of Lincoln, Lincoln, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1253-0984","authenticated-orcid":false,"given":"James","family":"Wingate","sequence":"additional","affiliation":[{"name":"School of Computer Science, University of Lincoln, Lincoln, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8062-6617","authenticated-orcid":false,"given":"Saeid Pourroostaei","family":"Ardakani","sequence":"additional","affiliation":[{"name":"School of Computer Science, University of Lincoln, Lincoln, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"U.K. Department of Health & Social Care, Falls: Applying All Our Health. GOV.U.K.","year":"2022"},{"key":"ref2","volume-title":"WISQARS-Web-Based Injury Statistics Query and Reporting System","year":"2023"},{"issue":"7","key":"ref3","first-page":"771","article-title":"Falls in the elderly: Spectrum and prevention","volume":"57","author":"Al-Aama","year":"2011","journal-title":"Can Fam Physician"},{"key":"ref4","volume-title":"World Health Organization, Falls","year":"2021"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/s18072060"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3389\/frobt.2020.00071"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2023.3267039"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/s21030947"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2020.3004555"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2021.108487"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/SSP.2009.5278566"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2012.11.003"},{"key":"ref13","first-page":"7","article-title":"A smart vision-based human fall detection system for telehealth applications","volume-title":"Proc. 3rd Int. Conf. Telehealth (IASTED)","author":"Miaou"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/AINAW.2007.181"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2999503"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1080\/10400435.2016.1174178"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICMIC.2016.7804195"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ISPACS.2017.8266500"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2012.2214786"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3136755.3136802"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2018.2808281"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICPRS54038.2022.9854070"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3058219"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-99-6187-0_1"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JTEHM.2020.2998326"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/s22207960"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00159"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-020-01730-3"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2929257"},{"key":"ref30","article-title":"An image is worth 16\u00d716 words: Transformers for image recognition at scale","volume-title":"Proc. 9th Int. Conf. Learn. Represent.","author":"Dosovitskiy"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref32","volume-title":"Deep Learning","author":"Goodfellow","year":"2016"},{"key":"ref33","volume-title":"MPOSE2021, A Dataset for Short-Time Human Action Recognition","author":"Mazzia","year":"2021"},{"key":"ref34","volume-title":"Dataset CAUCAFall","author":"Eraso","year":"2022"},{"key":"ref35","volume-title":"Gait Dataset for Knee Osteoarthritis and Parkinson\u2019s Disease Analysis With Severity Levels","author":"Kour","year":"2020"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.12328"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01230"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00298"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.41"},{"key":"ref40","article-title":"Decentralized federated learning: A survey and perspective","author":"Yuan","year":"2023","journal-title":"arXiv:2306.01603"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ITC-CSCC52171.2021.9501458"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s00371-020-01804-w"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1049\/ell2.12995"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.5120\/ijca2016912063"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10380310\/10440637.pdf?arnumber=10440637","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T03:39:43Z","timestamp":1709264383000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10440637\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":44,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3368065","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}