Publicação
A proposal for a mobile application pipeline for posture-based muscle rehabilitation at home
| dc.contributor.author | Lopes, Júlio Castro | |
| dc.contributor.author | Van-Deste, Isaac | |
| dc.contributor.author | Lopes, Rui Pedro | |
| dc.date.accessioned | 2026-06-12T11:17:13Z | |
| dc.date.available | 2026-06-12T11:17:13Z | |
| dc.date.issued | 2025 | |
| dc.description.abstract | This work outlines the development process of a rehabilitation system from smartphones to provide remote monitoring and real-time feedback assistance in muscle rehabilitation exercises. The system leverages advanced machine learning techniques, such as pose estimation techniques and anomaly detection models, in tracking users’ movements and assessing the performance of exercises. The system is designed to identify deviations from correct movement patterns and provide corrective feedback, allowing patients to engage in home-based rehabilitation without specialized hardware. This paper details the system design, data acquisition methods, and the machine learning models used to detect incorrect movements. The outlined pipeline is intended to facilitate the creation of an affordable, cost-effective, and scalable rehabilitation platform for strengthening patient adherence to exercises and optimizing recovery outcomes | eng |
| dc.description.sponsorship | This work was supported by national funds: UID/05757- Research Centre in Digitalization and Intelligent Robotics (CeDRI); and SusTEC, LA/P/0007/2020 (DOI: 10.54499/LA/P/0007/2020). | |
| dc.identifier.citation | Lopes, Júlio Castro; Van-Deste Isaac; Lopes, Rui Pedro (2025). A proposal for a mobile application pipeline for posture-based muscle rehabilitation at home. In 2025 IEEE Conference on Serious Games and Applications for Health (SeGAH). DOI: 10.1109/segah65397.2025.11168287 | |
| dc.identifier.doi | 10.1109/segah65397.2025.11168287 | |
| dc.identifier.uri | http://hdl.handle.net/10198/36867 | |
| dc.language.iso | eng | |
| dc.peerreviewed | yes | |
| dc.publisher | IEEE | |
| dc.relation | Centro de Investigação em Digitalização e Robótica - UID/05757/2025 | |
| dc.relation | Associate Laboratory for Sustainability and Tecnology in Mountain Regions - LA/P/0007/2020 | |
| dc.relation.ispartof | 2025 IEEE Conference on Serious Games and Applications for Health (SeGAH) | |
| dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | |
| dc.title | A proposal for a mobile application pipeline for posture-based muscle rehabilitation at home | eng |
| dc.type | conference paper | |
| dspace.entity.type | Publication | |
| oaire.awardNumber | UID/05757/2025 | |
| oaire.awardNumber | LA/P/0007/2020 | |
| oaire.awardTitle | Centro de Investigação em Digitalização e Robótica - UID/05757/2025 | |
| oaire.awardTitle | Associate Laboratory for Sustainability and Tecnology in Mountain Regions - LA/P/0007/2020 | |
| oaire.awardURI | https://doi.org/10.54499/UID/05757/2025 | |
| oaire.awardURI | info:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/LA%2FP%2F0007%2F2020/PT | |
| oaire.citation.title | 2025 IEEE Conference on Serious Games and Applications for Health (SeGAH) | |
| oaire.fundingStream | Avaliação UID 2023/2024 | |
| oaire.fundingStream | 6817 - DCRRNI ID | |
| oaire.version | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |
| person.familyName | Lopes | |
| person.familyName | Van-Deste | |
| person.familyName | Lopes | |
| person.givenName | Júlio Castro | |
| person.givenName | Isaac | |
| person.givenName | Rui Pedro | |
| person.identifier.ciencia-id | CC12-FD7E-D0BC | |
| person.identifier.ciencia-id | 871B-13B1-BE1E | |
| person.identifier.ciencia-id | 8E14-54E4-4DB5 | |
| person.identifier.orcid | 0000-0003-3354-8956 | |
| person.identifier.orcid | 0000-0003-0651-8567 | |
| person.identifier.orcid | 0000-0002-9170-5078 | |
| project.funder.identifier | http://doi.org/10.13039/501100001871 | |
| project.funder.identifier | http://doi.org/10.13039/501100001871 | |
| project.funder.name | Fundação para a Ciência e a Tecnologia | |
| project.funder.name | Fundação para a Ciência e a Tecnologia | |
| relation.isAuthorOfPublication | ab47fc12-ad28-436e-8bc6-a7f6359750e2 | |
| relation.isAuthorOfPublication | ae7bb20d-b124-4835-8027-d75a5c6fd88c | |
| relation.isAuthorOfPublication | e1e64423-0ec8-46ee-be96-33205c7c98a9 | |
| relation.isAuthorOfPublication.latestForDiscovery | ab47fc12-ad28-436e-8bc6-a7f6359750e2 | |
| relation.isProjectOfPublication | a5e315d6-7e4d-4719-b68e-571a95a0dd32 | |
| relation.isProjectOfPublication | 6255046e-bc79-4b82-8884-8b52074b4384 | |
| relation.isProjectOfPublication.latestForDiscovery | a5e315d6-7e4d-4719-b68e-571a95a0dd32 |