Intelligent Health Promotion Service System: A Project for Remote Rehabilitation

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21730%2F25%3A00382950" target="_blank" >RIV/68407700:21730/25:00382950 - isvavai.cz</a>

Výsledek na webu

<a href="https://doi.org/10.1007/978-3-031-86323-3_24" target="_blank" >https://doi.org/10.1007/978-3-031-86323-3_24</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-031-86323-3_24" target="_blank" >10.1007/978-3-031-86323-3_24</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Intelligent Health Promotion Service System: A Project for Remote Rehabilitation

Popis výsledku v původním jazyce

This paper presents the ongoing development of the Intelligent Health Promotion Service System, a joint Taiwanese-Czech project focused on remote rehabilitation solutions. The system combines a multi-sensor smart orthosis with serious game integration for patient motivation. Our primary targets are aging populations with sarcopenia and potentially dementia, undergoing long-term home rehabilitation. Methodology: We focus on three key areas: Camera-based motion capture and analysis: We utilize a single 2D camera for movement capture, enabling a versatile and cost-effective solution. Machine learning models trained by physiotherapist evaluations are used for automated as-sessment, comparable to human raters. Reconditioning for bedridden patients: This solution provides passive re-conditioning for ICU patients with limited mobility. It allows for rehabilitation in existing hospital beds, minimizing disruption to treatment routines. Smart somatosensory wearable assistive device (SSWAD): This device incorporates wireless surface electromyography (sEMG) with exergames to en-hance user engagement and track rehabilitation progress. Usability studies show high user acceptance (average SUS score: 77.70) for SSWAD, particularly among female participants with prior rehabilitation experience. Conclusion: The Intelligent Health Promotion Service System offers a prom-ising approach for remote rehabilitation, promoting patient motivation and im-proving accessibility, particularly for vulnerable populations.

Název v anglickém jazyce

Intelligent Health Promotion Service System: A Project for Remote Rehabilitation

Popis výsledku anglicky

This paper presents the ongoing development of the Intelligent Health Promotion Service System, a joint Taiwanese-Czech project focused on remote rehabilitation solutions. The system combines a multi-sensor smart orthosis with serious game integration for patient motivation. Our primary targets are aging populations with sarcopenia and potentially dementia, undergoing long-term home rehabilitation. Methodology: We focus on three key areas: Camera-based motion capture and analysis: We utilize a single 2D camera for movement capture, enabling a versatile and cost-effective solution. Machine learning models trained by physiotherapist evaluations are used for automated as-sessment, comparable to human raters. Reconditioning for bedridden patients: This solution provides passive re-conditioning for ICU patients with limited mobility. It allows for rehabilitation in existing hospital beds, minimizing disruption to treatment routines. Smart somatosensory wearable assistive device (SSWAD): This device incorporates wireless surface electromyography (sEMG) with exergames to en-hance user engagement and track rehabilitation progress. Usability studies show high user acceptance (average SUS score: 77.70) for SSWAD, particularly among female participants with prior rehabilitation experience. Conclusion: The Intelligent Health Promotion Service System offers a prom-ising approach for remote rehabilitation, promoting patient motivation and im-proving accessibility, particularly for vulnerable populations.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

20204 - Robotics and automatic control

Projekt

<a href="/cs/project/TM03000048" target="_blank" >TM03000048: Inteligentní systém služeb na podporu zdraví</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2025

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Proceedings of ICBHI 2024

ISBN

978-3-031-86323-3

ISSN

1680-0737

e-ISSN

1433-9277

Počet stran výsledku

12

Strana od-do

192-203

Název nakladatele

Springer Nature

Místo vydání

—

Místo konání akce

Tainan

Datum konání akce

30. 10. 2024

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

001480887600024