Description du projet
Physiothérapie virtuelle pour les personnes âgées
Les troubles de l’équilibre parmi la population vieillissante constituent un problème mondial qui affecte la qualité de vie. Malgré les avantages de la physiothérapie pour la stabilité posturale, il n’existe aucune solution de coaching personnalisée. Fort de ce constat, le projet HOLOBALANCE, financé par l’UE, entend développer un système avancé de téléréadaptation de l’équilibre. La plateforme fera appel à des hologrammes, des jeux de réalité augmentée et des capteurs conviviaux pour proposer des exercices personnalisés et des interactions en temps réel. Des algorithmes intelligents analyseront les données des individus, suivront leurs progrès et, en collaboration avec des experts, les aideront à planifier leurs activités afin d’améliorer leur motivation et l’observance de leur physiothérapie. Globalement, la solution HOLOBALANCE devrait améliorer l’état physique et cognitif des personnes âgées.
Objectif
The overall objective of HOLOBALANCE is to develop and validate a new personalized hologram coach platform for virtual coaching, motivation and empowerment of the ageing population with balance disorders. The coaching part will be realised by holograms and augmented reality games, along with easy to use sensors (smart bracelet, smart glasses, sensorized soles) that can be customized to implement and coach the user with specific, individualized exercises, offering new forms of accessible user interaction. HOLOBALANCE will engage the experts related to the management of people suffering from balance disorders, including physiotherapists, Ear Nose Throat experts (ENTs), neurologists, psychologists, gerontologists, towards developing a multi-stakeholder user centered coaching ecosystem. Suggestions for specific exercises and tasks and an activity plan will be provided by the experts in a daily basis, which will be then refined and updated through autonomous learning algorithms. Three different types of coaching will be provided by the HOLOBALANCE platform: (i) balance physiotherapy (BP), (ii) cognitive training (CT) combined with auditory tasks (iii) multilevel motivation and physical activity (PA) promotion. The platform will consist of a cloud based big data analytics component, with intelligent data mining algorithms, that will assess personalized heterogeneous data (motion capture sensor data, wearable sensor data, physiotherapy exercises movement data, clinical profiles), emotional and behavioural data (through emotional computing and behavioural modeling minimizing attention theft) and provide personalized advice, guidance and follow up for motivation, goal setting, BP, CT and PA. The accuracy in performance of the exercises will be measured objectively in real time, through a set of motion capture and wearable sensors. Experts will monitor the status through a visual analytics expert panel.
Champ scientifique
- medical and health sciencesclinical medicinephysiotherapy
- natural sciencescomputer and information sciencesdata sciencebig data
- natural sciencescomputer and information sciencesdata sciencedata mining
- engineering and technologymaterials engineering
- engineering and technologyelectrical engineering, electronic engineering, information engineeringelectronic engineeringsensors
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Programme(s)
Régime de financement
RIA - Research and Innovation actionCoordinateur
45110 Ioannina
Grèce