{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T17:58:54Z","timestamp":1775066334580,"version":"3.50.1"},"reference-count":40,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,7,11]],"date-time":"2022-07-11T00:00:00Z","timestamp":1657497600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,11]],"date-time":"2022-07-11T00:00:00Z","timestamp":1657497600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,7,11]]},"DOI":"10.1109\/embc48229.2022.9871036","type":"proceedings-article","created":{"date-parts":[[2022,9,8]],"date-time":"2022-09-08T20:02:05Z","timestamp":1662667325000},"page":"115-120","source":"Crossref","is-referenced-by-count":17,"title":["Transforming Gait: Video-Based Spatiotemporal Gait Analysis"],"prefix":"10.1109","author":[{"given":"R. James","family":"Cotton","sequence":"first","affiliation":[{"name":"Northwestern University,Shirley Ryan AbilityLab"}]},{"given":"Emoonah","family":"McClerklin","sequence":"additional","affiliation":[{"name":"Northwestern University,Shirley Ryan AbilityLab"}]},{"given":"Anthony","family":"Cimorelli","sequence":"additional","affiliation":[{"name":"Northwestern University,Shirley Ryan AbilityLab"}]},{"given":"Ankit","family":"Patel","sequence":"additional","affiliation":[{"name":"Baylor College of Medicine,Department of Neuroscience"}]},{"given":"Tasos","family":"Karakostas","sequence":"additional","affiliation":[{"name":"Northwestern University,Shirley Ryan AbilityLab"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01129"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3450626.3459825"},{"key":"ref33","author":"touvron","year":"2021","journal-title":"Going deeper with Image Transformers"},{"key":"ref32","author":"ba","year":"2016","journal-title":"Layer normalization"},{"key":"ref31","author":"hendrycks","year":"2016","journal-title":"Gaussian error linear units (gelus)"},{"key":"ref30","article-title":"Decoupled weight decay regularization","author":"loshchilov","year":"0","journal-title":"International Conference on Learning Representations"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00708"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1159\/000520732"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-17807-z"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-93530-z"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3362077.3362086"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1111\/j.1532-5415.2005.00580.x"},{"key":"ref40","article-title":"GLAMR: global occlusion-aware human mesh recovery with dynamic cameras","volume":"abs 2112 1524","author":"yuan","year":"2021","journal-title":"CoRR"},{"key":"ref12","author":"richards","year":"2012","journal-title":"Whittle's Gait Analysis"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1312"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-020-01332-6"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1002\/jor.1100080310"},{"key":"ref16","article-title":"Posepipe: Open-source human pose estimation pipeline for clinical research","author":"cotton","year":"2022","journal-title":"ArXiv Preprint"},{"key":"ref17"},{"key":"ref18","author":"zhang","year":"2020","journal-title":"FairMOT On the Fairness of Detection and Re-Identification in Multiple Object Tracking"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2018.00087"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/S0021-9290(01)00222-6"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.2514\/3.3166"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2816795.2818013"},{"key":"ref27","author":"llopart","year":"2020","journal-title":"Liftformer 3d human pose estimation using attention models"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1186\/s12984-021-00933-0"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbiomech.2004.05.042"},{"key":"ref29","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"Journal of Machine Learning Research"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00794"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1008935"},{"key":"ref2","author":"seethapathi","year":"2019","journal-title":"Movement science needs different pose tracking algorithms"},{"key":"ref9","author":"liu","year":"2020","journal-title":"A graph attention spatio-temporal convolutional network for 3d human pose estimation in video"},{"key":"ref1","author":"zheng","year":"2020","journal-title":"Deep learning-based human pose estimation A survey"},{"key":"ref20","year":"2020","journal-title":"Openmmlab pose estimation toolbox and benchmark"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00584"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00712"},{"key":"ref24","article-title":"The OpenCV Library","author":"bradski","year":"2000","journal-title":"Dr Dobb's Journal of Software Tools"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00847"},{"key":"ref26","article-title":"Attention is all you need","volume":"30","author":"vaswani","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref25","author":"bradbury","year":"2018","journal-title":"JAX Composable transformations of Python+NumPy programs version 0 2 5"}],"event":{"name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","location":"Glasgow, Scotland, United Kingdom","start":{"date-parts":[[2022,7,11]]},"end":{"date-parts":[[2022,7,15]]}},"container-title":["2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9870821\/9870822\/09871036.pdf?arnumber=9871036","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,26]],"date-time":"2022-09-26T20:58:35Z","timestamp":1664225915000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9871036\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,11]]},"references-count":40,"URL":"https:\/\/doi.org\/10.1109\/embc48229.2022.9871036","relation":{},"subject":[],"published":{"date-parts":[[2022,7,11]]}}}