BRAIN-COMPUTER INTERFACE AND FUNCTIONAL ELECTRICAL STIMULATION FOR UPPER LIMB REHABILITATION AFTER STROKE

被引:0
作者
Marquez-Chin, Cesar [1 ]
Marquis, Aaron [1 ]
Desai, Naaz [1 ]
Lo, Lorna [1 ]
Zivanovic, Vera [1 ]
Popovic, Milos R. [1 ,2 ]
机构
[1] Univ Hlth Network, Toronto Rehabil Inst, Toronto, ON, Canada
[2] Univ Toronto, Rehabil Engn Lab, Inst Biomat & Biomed Engn, Toronto, ON, Canada
来源
2017 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP 2017) | 2017年
基金
加拿大自然科学与工程研究理事会;
关键词
brain-computer interface; functional electrical stimulation; stroke; rehabilitation; PERFORMANCE; FEASIBILITY; PATIENT; SYSTEM;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We present a case report consisting of a 64-year old man with chronic severe left hemiplegia who received an intervention to restore reaching movements using a brain-computer interface combined with functional electrical stimulation therapy. The brain-computer interface was designed to be triggered by power decreases in the beta (13 Hz to 30 Hz) frequency range of a single EEG channel at location Fz of the 10-20 electrode placement system. The electrical stimulation system was designed to facilitate reaching forward, to the opposite (right) knee, opposite shoulder, mouth, and also lateral reaching. Each phase of the movement (i.e., reaching and retrieving) was activated by the brain-computer interface. After 40 90-minute sessions, delivered three times a week, the participant's arm function showed a clinically meaningful improvement (6 points in the Fugl-Meyer Assessment Upper Extremity sub-score). No other intervention completed by the participant prior to this study had produced any functional change.
引用
收藏
页码:428 / 431
页数:4
相关论文
共 50 条
[41]   Characterizing the stimulation interference in electroencephalographic signals during brain-computer interface-controlled functional electrical stimulation therapy [J].
Jovanovic, Lazar I. ;
Popovic, Milos R. ;
Marquez-Chin, Cesar .
ARTIFICIAL ORGANS, 2022, 46 (03) :398-411
[42]   Brain-Computer Interface Based Stroke Rehabilitation For Hemiplegia [J].
Triponyuwasin, Preechapawan ;
Wongsawat, Yodchanan .
2014 7TH BIOMEDICAL ENGINEERING INTERNATIONAL CONFERENCE (BMEICON), 2014,
[43]   A Virtual Reality and Brain Computer Interface System for Upper Limb Rehabilitation of Post Stroke Patients [J].
Achanccaray, David ;
Acuna, Kevin ;
Carranza, Erick ;
Andreu-Perez, Javier .
2017 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2017,
[44]   Functional Connectivity Changes and Behavioral Gains Following Brain-Computer Interface Therapy for Stroke Rehabilitation [J].
Sinha, Anita ;
Nair, Veena ;
Remsik, Alexander ;
Advani, Hemali ;
Jacobson, Tyler ;
Mcmillan, Matthew ;
Walczak, Matthew ;
Williams, Justin ;
Prabhakaran, Vivek .
STROKE, 2018, 49
[45]   Brain computer interface based functional electrical stimulation: an outline [J].
Ibrahim, B. S. K. K. ;
Sherwani, F. .
2014 IEEE 19TH INTERNATIONAL FUNCTIONAL ELECTRICAL STIMULATION SOCIETY ANNUAL CONFERENCE (IFESS), 2014,
[46]   REINVENT: A Low-Cost, Virtual Reality Brain-Computer Interface for Severe Stroke Upper Limb Motor Recovery [J].
Spicer, Ryan ;
Anglin, Julia ;
Krum, David M. ;
Liew, Sook-Lei .
2017 IEEE VIRTUAL REALITY (VR), 2017, :385-386
[47]   Effects of brain-computer interface-based functional electrical stimulation on brain activation in stroke patients: a pilot randomized controlled trial [J].
Chung, EunJung ;
Kim, Jung-Hee ;
Park, Dae-Sung ;
Lee, Byoung-Hee .
JOURNAL OF PHYSICAL THERAPY SCIENCE, 2015, 27 (03) :559-562
[48]   Immersive Virtual Reality Feedback in a Brain Computer Interface for Upper Limb Rehabilitation [J].
Achanccaray, David ;
Pacheco, Kevin ;
Carranza, Erick ;
Hayashibe, Mitsuhiro .
2018 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2018, :1006-1010
[49]   An SSVEP-Based Brain-Computer Interface for the Control of Functional Electrical Stimulation [J].
Gollee, Henrik ;
Volosyak, Ivan ;
McLachlan, Angus J. ;
Hunt, Kenneth J. ;
Graeser, Axel .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2010, 57 (08) :1847-1855
[50]   Brain-Computer Interface Controlled Functional Electrical Stimulation System for Ankle Movement [J].
An H Do ;
Po T Wang ;
Christine E King ;
Ahmad Abiri ;
Zoran Nenadic .
Journal of NeuroEngineering and Rehabilitation, 8