2026-09-04T20:13:03Zhttps://gredos.usal.es/oai/request

oai:gredos.usal.es:10366/1607762026-02-20T01:02:43Zcom_10366_154198com_10366_4512com_10366_3823col_10366_154199

Sánchez San Blas, Hector Sales Mendes, André Pérez Robledo, Fátima Villarrubia González, Gabriel Paz Santana, Juan Francisco de 2024-11-27T12:03:40Z 2024-11-27T12:03:40Z 2024 H. Sánchez San Blas, A. Filipe Sales Mendes, F. Pérez Robledo, G. Villarrubia González and J. F. de Paz Santana, "A Multi-Agent System Approach for Balance Disorder Treatment: Integrating Computer Vision and Gamification," in IEEE Access, vol. 12, pp. 118649-118664, 2024, doi: 10.1109/ACCESS.2024.3448216 http://hdl.handle.net/10366/160776 10.1109/ACCESS.2024.3448216 2169-3536 [ENG]This study introduces a pioneering approach for treating balance disorders, integrating advanced computer vision and engaging gamification techniques within a multi-agent system framework. Balancing disorders significantly impair quality of life, manifesting through symptoms like dizziness and muscle weakness. Addressing this, we developed a platform that employs depth imaging and real-time pose estimation to accurately capture and analyze patient movements, enabling personalized and adaptive rehabilitation exercises. The multi-agent system architecture ensures seamless communication and coordination, facilitating the delivery of tailored exercises that cater to the evolving needs of patients, either in person or remotely. Key to our approach is the use of gamification, which transforms rehabilitation exercises into interactive virtual activities, significantly enhancing patient engagement and motivation. Preliminary results demonstrate the platform's efficacy in improving balance, highlighting its potential as a versatile tool for balance disorder treatment. This research advances the technological frontier in balance disorder rehabilitation and offers a blueprint for future telehealth and patient-centric care innovations. The Ministry of Universities has supported H\u00E9ctor S\u00E1nchez San Blas\u2019 research through a FPU pre-doctoral contract, under grant FPU20/03014. This work has been supported by the Junta De Castilla y Le\u00F3n - Consejer\u00EDa De Econom\u00EDa Y Empleo: Caracterizaci\u00F3n, an\u00E1lisis e intervenci\u00F3n en la prevenci\u00F3n de riesgos laborales en entornos de trabajo tradi-cionales mediante la aplicaci\u00F3n de tecnolog\u00EDas disruptivas identified by 2022/00384/001-J125. eng IEEE Attribution-NonCommercial-NoDerivatives 4.0 Internacional http://creativecommons.org/licenses/by-nc-nd/4.0/ info:eu-repo/semantics/openAccess Balance disorder Trastorno del equilibrio Gamification Gamificación Multi-agent system Sistema multiagente Telerehabilitation Telerehabilitación A multi-agent system approach for balance disorder treatment: integrating computer vision and gamification info:eu-repo/semantics/article info:eu-repo/semantics/acceptedVersion https://doi.org/10.1109/ACCESS.2024.3448216 IEEE Access 12 118649 118664