BCI and FES Based Therapy for Stroke Rehabilitation Using VR Facilities

被引:27
作者
Lupu, Robert Gabriel [1 ]
Irimia, Danut Constantin [2 ]
Ungureanu, Florina [1 ]
Poboroniuc, Marian Silviu [2 ]
Moldoveanu, Alin [3 ]
机构
[1] Gheorghe Asachi Tech Univ Iasi, Comp Engn Dept, Iasi, Romania
[2] Gheorghe Asachi Tech Univ Iasi, EUEDIA Dept, Iasi, Romania
[3] Univ Politehn Bucuresti, Comp Engn Dept, Bucharest, Romania
关键词
BRAIN-COMPUTER INTERFACE; SPATIAL FILTERS; VIRTUAL-REALITY; TRIAL; NEUROREHABILITATION;
D O I
10.1155/2018/4798359
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In recent years, the assistive technologies and stroke rehabilitation methods have been empowered by the use of virtual reality environments and the facilities offered by brain computer interface systems and functional electrical stimulators. In this paper, a therapy system for stroke rehabilitation based on these revolutionary techniques is presented. Using a virtual reality Oculus Rift device, the proposed system ushers the patient in a virtual scenario where a virtual therapist coordinates the exercises aimed at restoring brain function. The electrical stimulator helps the patient to perform rehabilitation exercises and the brain computer interface system and an electrooculography device are used to determine if the exercises are executed properly. Laboratory tests on healthy people led to system validation from technical point of view. The clinical tests are in progress, but the preliminary results of the clinical tests have highlighted the good satisfaction degree of patients, the quick accommodation with the proposed therapy, and rapid progress for each user rehabilitation.
引用
收藏
页数:8
相关论文
共 24 条
[1]   A Large Clinical Study on the Ability of Stroke Patients to Use an EEG-Based Motor Imagery Brain-Computer Interface [J].
Ang, Kai Keng ;
Guan, Cuntai ;
Chua, Karen Sui Geok ;
Ang, Beng Ti ;
Kuah, Christopher Wee Keong ;
Wang, Chuanchu ;
Phua, Kok Soon ;
Chin, Zheng Yang ;
Zhang, Haihong .
CLINICAL EEG AND NEUROSCIENCE, 2011, 42 (04) :253-258
[2]   Optimizing spatial filters for robust EEG single-trial analysis [J].
Blankertz, Benjamin ;
Tomioka, Ryota ;
Lemm, Steven ;
Kawanabe, Motoaki ;
Mueller, Klaus-Robert .
IEEE SIGNAL PROCESSING MAGAZINE, 2008, 25 (01) :41-56
[3]  
Bradshaw T., VIRTUAL REALITY GETS
[4]  
Cho W., 2017, INT J PHYS MED REHA, V05
[5]  
Cinteza D., 2012, BALNEO RES J, V3
[6]   New Evidence for Therapies in Stroke Rehabilitation [J].
Dobkin, Bruce H. ;
Dorsch, Andrew .
CURRENT ATHEROSCLEROSIS REPORTS, 2013, 15 (06)
[7]  
Irimia D.C., 2017, P 7 GRAZ BRAIN COMP
[8]  
Laver K, 2015, EUR J PHYS REHAB MED, V51, P497
[9]   Virtual reality and its military utility [J].
Lele, Ajey .
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2013, 4 (01) :17-26
[10]   Introduction to machine learning for brain imaging [J].
Lemm, Steven ;
Blankertz, Benjamin ;
Dickhaus, Thorsten ;
Mueller, Klaus-Robert .
NEUROIMAGE, 2011, 56 (02) :387-399