{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T07:56:17Z","timestamp":1764834977258,"version":"3.46.0"},"reference-count":40,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,7,14]],"date-time":"2025-07-14T00:00:00Z","timestamp":1752451200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,14]],"date-time":"2025-07-14T00:00:00Z","timestamp":1752451200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100019370","name":"Foundation for Science and Technology","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100019370","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,7,14]]},"DOI":"10.1109\/embc58623.2025.11251613","type":"proceedings-article","created":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T18:38:20Z","timestamp":1764787100000},"page":"1-7","source":"Crossref","is-referenced-by-count":0,"title":["Frame-Level Real-Time Assessment of Stroke Rehabilitation Exercises from Video-Level Labeled Data: Task-Specific vs. Foundation Models"],"prefix":"10.1109","author":[{"given":"Gon\u00e7alo","family":"Mesquita","sequence":"first","affiliation":[{"name":"University of Lisbon,Institute for Systems and Robotics, Laboratory for Robotics and Engineering Systems, Instituto Superior Técnico,Lisbon,Portugal"}]},{"given":"Ana Rita","family":"C\u00f3ias","sequence":"additional","affiliation":[{"name":"University of Lisbon,Institute for Systems and Robotics, Laboratory for Robotics and Engineering Systems, Instituto Superior Técnico,Lisbon,Portugal"}]},{"given":"Artur","family":"Dubrawski","sequence":"additional","affiliation":[{"name":"Carnegie Mellon University,Auton Lab, School of Computer Science,Pittsburgh,PA,USA"}]},{"given":"Alexandre","family":"Bernardino","sequence":"additional","affiliation":[{"name":"University of Lisbon,Institute for Systems and Robotics, Laboratory for Robotics and Engineering Systems, Instituto Superior Técnico,Lisbon,Portugal"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2648.2008.04925.x"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1186\/s40814-019-0531-5"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1161\/str.0000000000000022"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3233\/NRE-161374"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1080\/10749357.2018.1544845"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1080\/09638288.2023.2251396"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.physio.2015.10.003"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.321.7268.1051"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2012.2200560"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s12599-022-00757-9"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2015.11.026"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0104487"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3301275.3302273"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.5535\/arm.23131"},{"article-title":"Learning from few examples: A summary of approaches to few-shot learning. arxiv 2022","year":"2022","author":"Parnami","key":"ref15"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/RO-MAN47096.2020.9223462"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1186\/s12984-022-01053-z"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2023.107485"},{"article-title":"Exploring a gradient-based explainable ai technique for time-series data: A case study of assessing stroke rehabilitation exercises","year":"2023","author":"Lee","key":"ref19"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2025.3602548"},{"article-title":"Segment anything model (sam) enhanced pseudo labels for weakly supervised semantic segmentation","year":"2023","author":"Chen","key":"ref21"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i3.25439"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00297"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-022-00652-w"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3086668"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2746095"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/SIU61531.2024.10601052"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2021.108487"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72940-9_23"},{"article-title":"Moment: A family of open time-series foundation models","year":"2024","author":"Goswami","key":"ref30"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1177\/1545968308328727"},{"article-title":"Deep inside convolutional networks: Visualising image classification models and saliency maps","year":"2013","author":"Simonyan","key":"ref32"},{"key":"ref33","first-page":"3319","article-title":"Axiomatic attribution for deep networks","volume-title":"International conference on machine learning","author":"Sundararajan"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICORR58425.2023.10304749"},{"article-title":"Thomas unterthiner mostafa dehghani matthias minderer georg heigold sylvain gelly jakob uszkoreit and neil houlsby. an image isworth 16\u00d7 16 words: Transformers for image recognition atscale","volume-title":"International Conference on Learning Representations","author":"Dosovitskiy","key":"ref35"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2916873"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.115"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.339"},{"article-title":"Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps","year":"2014","author":"Simonyan","key":"ref39"},{"article-title":"Axiomatic Attribution for Deep Networks","year":"2017","author":"Sundararajan","key":"ref40"}],"event":{"name":"2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","start":{"date-parts":[[2025,7,14]]},"location":"Copenhagen, Denmark","end":{"date-parts":[[2025,7,18]]}},"container-title":["2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11251507\/11251526\/11251613.pdf?arnumber=11251613","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T07:51:25Z","timestamp":1764834685000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11251613\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,14]]},"references-count":40,"URL":"https:\/\/doi.org\/10.1109\/embc58623.2025.11251613","relation":{},"subject":[],"published":{"date-parts":[[2025,7,14]]}}}