{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T16:24:18Z","timestamp":1777566258185,"version":"3.51.4"},"reference-count":61,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100006831","name":"U.S. Air Force","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006831","id-type":"DOI","asserted-by":"publisher"}]},{"name":"U.S. Army Telemedicine and Advanced Technology Research Center, Fort Detrick, Maryland"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2026,1]]},"DOI":"10.1109\/jbhi.2025.3614093","type":"journal-article","created":{"date-parts":[[2025,9,29]],"date-time":"2025-09-29T17:54:25Z","timestamp":1759168465000},"page":"149-161","source":"Crossref","is-referenced-by-count":2,"title":["Estimating Visceral Adiposity From Wrist-Worn Accelerometry"],"prefix":"10.1109","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9449-3616","authenticated-orcid":false,"given":"James R.","family":"Williamson","sequence":"first","affiliation":[{"name":"Lincoln Laboratory, Massachusetts Institute of Technology, Lexington, MA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrew","family":"Alini","sequence":"additional","affiliation":[{"name":"Lincoln Laboratory, Massachusetts Institute of Technology, Lexington, MA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3534-7149","authenticated-orcid":false,"given":"Brian A.","family":"Telfer","sequence":"additional","affiliation":[{"name":"Lincoln Laboratory, Massachusetts Institute of Technology, Lexington, MA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4980-8353","authenticated-orcid":false,"given":"Adam W.","family":"Potter","sequence":"additional","affiliation":[{"name":"U.S. Army Research Institute of Environmental Medicine, Natick, MA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Karl E.","family":"Friedl","sequence":"additional","affiliation":[{"name":"U.S. Army Research Institute of Environmental Medicine, Natick, MA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1210\/er.21.6.697"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3945\/ajcn.110.004622"},{"issue":"4","key":"ref3","first-page":"291","article-title":"The regulation of adipose tissue distribution in humans","volume":"20","author":"Bjrntorp","year":"1996","journal-title":"Int. J. Obesity Related Metabolic Disord., J. Int. Assoc. Study Obesity"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s11064-022-03569-1"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1210\/jendso\/bvad008"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1002\/oby.23381"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0177175"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/oby.2011.393"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1002\/oby.20223"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1002\/oby.23885"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCRESAHA.115.306883"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1161\/JAHA.114.001379"},{"key":"ref13","article-title":"National Health and Nutrition Examination Survey Data, 20172018","year":"2020"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pmed.1001779"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/BSN58485.2023.10331370"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1136\/bjsports-2017-097628"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1038\/s41366-024-01659-4"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1080\/02640414.2021.1976491"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1038\/s41366-021-00767-9"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0056415"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.orcp.2020.10.004"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1038\/oby.2002.144"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1038\/ijo.2014.26"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2019.12352"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1210\/clinem\/dgac551"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1002\/oby.20701"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1089\/met.2015.0086"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s11325-019-01980-7"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1080\/13813450802364627"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1186\/s12890-016-0198-0"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1038\/s41366-024-01547-x"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.5555\/3524938.3525087"},{"key":"ref33","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Radford","year":"2021"},{"key":"ref34","article-title":"On the opportunities and risks of foundation models","author":"Bommasani","year":"2021"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-024-01062-3"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref39","article-title":"An image is worth 16  16 words: Transformers for image recognition at scale","author":"Dosovitskiy","year":"2020"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2021-698"},{"key":"ref41","article-title":"A survey of large language models","author":"Zhao","year":"2023"},{"key":"ref42","article-title":"LongFormer: The long-document transformer","author":"Beltagy","year":"2020"},{"key":"ref43","article-title":"ReFormer: The efficient transformer","author":"Kitaev","year":"2020"},{"key":"ref44","article-title":"LinFormer: Self-attention with linear complexity","author":"Wang","year":"2020"},{"key":"ref45","article-title":"Rethinking attention with performers","author":"Choromanski","year":"2020"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2023\/759"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3505244"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.3945\/an.115.009258"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.3390\/s19092095"},{"key":"ref50","article-title":"Comparison of raw accelerometry from four research grade devices","volume-title":"Proc. 6th Int. Conf. Ambulatory Monit. Phys. Activity Movement","author":"Williamson","year":"2019"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1126\/science.abe5017"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.3390\/s21062047"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1136\/bjsports-2021-104081"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC48229.2022.9871620"},{"key":"ref55","article-title":"Labeled raw accelerometry data captured during walking, stair climbing and driving (version 1.0. 0)","author":"Karas","year":"2021","journal-title":"PhysioNet"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1123\/jmpb.2018-0068"},{"key":"ref57","article-title":"One weird trick for parallelizing convolutional neural networks","author":"Krizhevsky","year":"2014"},{"key":"ref58","article-title":"Accurate, large minibatch SGD: Training imagenet in 1 hour","author":"Goyal","year":"2017"},{"key":"ref59","article-title":"Decoupled weight decay regularization","author":"Loshchilov","year":"2017"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/2719014"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajcnut.2025.07.023"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/6221020\/11338775\/11184132-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221020\/11338775\/11184132.pdf?arnumber=11184132","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,12]],"date-time":"2026-01-12T22:02:16Z","timestamp":1768255336000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11184132\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,1]]},"references-count":61,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2025.3614093","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,1]]}}}