Development and Preliminary Testing of a System for the Multimodal Analysis of Gait Training in a Virtual Reality Environment
| العنوان: | Development and Preliminary Testing of a System for the Multimodal Analysis of Gait Training in a Virtual Reality Environment |
|---|---|
| المؤلفون: | Emilia Biffi, Chiara Genova, Anna Carla Turconi, Alfonso Mastropietro, Giovanna Rizzo, Daniele Panzeri, Gianluigi Reni, Chiara Gagliardi, Giorgia Malerba, Cristina Maghini, Caterina Piazza, Ileana Pirovano |
| المصدر: | Electronics, Vol 10, Iss 2838, p 2838 (2021) Electronics (Basel) 10 (2021). doi:10.3390/electronics10222838 info:cnr-pdr/source/autori:Piazza, Caterina; Pirovano, Ileana; Mastropietro, Alfonso; Genova, Chiara; Gagliardi, Chiara; Turconi, Anna Carla; Malerba, Giorgia; Panzeri, Daniele; Maghini, Cristina; Reni, Gianluigi; Rizzo, Giovanna; Biffi, Emilia/titolo:Development and preliminary testing of a system for the multimodal analysis of gait training n a virtual reality environment/doi:10.3390%2Felectronics10222838/rivista:Electronics (Basel)/anno:2021/pagina_da:/pagina_a:/intervallo_pagine:/volume:10 Electronics Volume 10 Issue 22 |
| بيانات النشر: | MDPI AG, 2021. |
| سنة النشر: | 2021 |
| مصطلحات موضوعية: | Neural correlates of consciousness, medicine.medical_specialty, medicine.diagnostic_test, TK7800-8360, Computer Networks and Communications, Computer science, multimodal acquisition, gait rehabilitation, Virtual reality, Electroencephalography, Gait (human), Physical medicine and rehabilitation, Neuroimaging, Gait training, Hardware and Architecture, Control and Systems Engineering, Gait analysis, Signal Processing, gait analysis, medicine, virtual reality, EEG, Electrical and Electronic Engineering, Electronics, Set (psychology) |
| الوصف: | Gait training in a virtual reality (VR) environment is promising for children affected by different disorders. However, the efficacy of VR therapy is still under debate, and more research is needed to clarify its effects on clinical conditions. The combination of VR with neuroimaging methods, such as the electroencephalography (EEG), might help in answering this need. The aim of the present work was to set up and test a system for the multimodal analysis of the gait pattern during VR gait training of pediatric populations by analyzing the EEG correlates as well as the kinematic and kinetic parameters of the gait. An EEG system was integrated with the Gait Real-time Analysis Interactive Lab (GRAIL). We developed and validated, with healthy adults (n = 5) and children (n = 4, healthy or affected by cerebral palsy (CP)), the hardware and software integration of the two systems, which allowed the synchronization of the acquired signals and a reliable identification of the initial contact (IC) of each gait cycle, showing good sensitivity and critical success index values. Moreover, we tested the multimodal acquisition by successfully analyzing EEG data and kinematic and kinetic parameters of one healthy child and one child with CP. This system gives the possibility of monitoring the effect of the VR therapy and studying the neural correlates of gait. |
| وصف الملف: | application/pdf |
| اللغة: | English |
| تدمد: | 2079-9292 |
| الوصول الحر: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7f12e90579da5b6c7d003031d3d4a84aTest https://www.mdpi.com/2079-9292/10/22/2838Test |
| حقوق: | OPEN |
| رقم الانضمام: | edsair.doi.dedup.....7f12e90579da5b6c7d003031d3d4a84a |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 20799292 |
|---|