Design of a Hybrid Brain-Computer Interface and Virtual Reality System for Post-Stroke Rehabilitation

被引:12
作者
Huang, Mengjie [1 ]
Zheng, Yuting [1 ]
Zhang, Jingjing [1 ]
Guo, Bin'ao [1 ]
Song, Chenyu [1 ]
Yang, Rui [2 ,3 ]
机构
[1] Xian Jiaotong Liverpool Univ, Dept Architecture & Design, Suzhou 215123, Peoples R China
[2] Xian Jiaotong Liverpool Univ, Dept Comp Sci & Software Engn, Suzhou 215123, Peoples R China
[3] Xian Jiaotong Liverpool Univ, Res Inst Big Data Analyt, Suzhou 215123, Peoples R China
关键词
Rehabilitation engineering; Stroke; Virtual reality; Brain-computer interface; Motor imagery; MOTOR IMAGERY; STROKE; RECOVERY; THERAPY;
D O I
10.1016/j.ifacol.2020.12.399
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
As one of common diseases among elderly, stroke often leads to motor impairment and even serious disability. Post-stroke rehabilitation is of great importance to restore the motor function and improve the life quality of stroke survivors. This study therefore sets out to propose a hybrid system based on brain-computer interface and virtual reality, which can provide various training programs including action observation, motor imagery and physical therapy for post-stroke patients with different motor control levels and training demands The present work offers new insights into the way in which the conventional rehabilitation programs can be turned into innovative and interactive training experiences with advanced technologies to make optimal rehabilitation outcomes for stroke survivors. Copyright (C) 2020 The Authors.
引用
收藏
页码:16010 / 16015
页数:6
相关论文
共 21 条
[1]   Action Observation and Motor Imagery: Innovative Cognitive Tools in the Rehabilitation of Parkinson's Disease [J].
Abbruzzese, Giovanni ;
Avanzino, Laura ;
Marchese, Roberta ;
Pelosin, Elisa .
PARKINSONS DISEASE, 2015, 2015
[2]  
Badia S B i, 2016, Neurorehabilitation Technology, P573, DOI [10.1007/978-3-319-28603-728, DOI 10.1007/978-3-319-28603-7_28]
[3]   Comparison of changes in upper and lower extremity impairments and disabilities after stroke [J].
Desrosiers, J ;
Malouin, F ;
Richards, C ;
Bourbonnais, D ;
Rochette, A ;
Bravo, G .
INTERNATIONAL JOURNAL OF REHABILITATION RESEARCH, 2003, 26 (02) :109-116
[4]   Human and economic burden of stroke [J].
Di Carlo, Antonio .
AGE AND AGEING, 2009, 38 (01) :4-5
[5]   Motor Imagery during Action Observation: A Brief Review of Evidence, Theory and Future Research Opportunities [J].
Eaves, Daniel L. ;
Riach, Martin ;
Holmes, Paul S. ;
Wright, David J. .
FRONTIERS IN NEUROSCIENCE, 2016, 10
[6]  
Fluet Gerard G, 2013, Curr Phys Med Rehabil Rep, V1, P9
[7]   Effectiveness of motor imagery or mental practice in functional recovery after stroke: a systematic review [J].
Garcia Carrasco, D. ;
Aboitiz Cantalapiedra, J. .
NEUROLOGIA, 2016, 31 (01) :43-52
[8]  
Grosse-Wentrup M., 2011, Int J Bioelectromagn, V13, P115
[9]  
Guillot A., 2008, INT REV SPORT EXER P, V1, P31, DOI DOI 10.1080/17509840701823139
[10]   Current trends in stroke rehabilitation. A review with focus on brain plasticity [J].
Johansson, B. B. .
ACTA NEUROLOGICA SCANDINAVICA, 2011, 123 (03) :147-159