KITE-BCI: A brain-computer interface system for functional electrical stimulation therapy

被引:5
作者
Jovanovic, Lazar, I [1 ,2 ,3 ]
Popovic, Milos R. [1 ,2 ,3 ]
Marquez-Chin, Cesar [1 ,2 ,3 ]
机构
[1] Univ Toronto, Inst Biomed Engn, 550 Univ Ave 10-203, Toronto, ON M5G 2A2, Canada
[2] Univ Hlth Network, KITE Res Inst, Toronto Rehabil Inst, Toronto, ON, Canada
[3] Univ Hlth Network, CRANIA, Toronto, ON, Canada
关键词
brain-computer interface; electroencephalography; functional electrical stimulation; functional electrical stimulation therapy; restoration of function; neuroplasticity; spinal cord injury; tetraplegia; REHABILITATION; CURSOR;
D O I
10.1080/10790268.2021.1970895
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Context/Objective Integrating brain-computer interface (BCI) technology with functional electrical stimulation therapy (FEST) is an emerging strategy for upper limb motor rehabilitation after spinal cord injury (SCI). Despite promising results, the combined use of these technologies (BCI-FEST) in clinical practice is minimal. To address this issue, we developed KITE-BCI, a BCI system specifically designed for clinical application and integration with dynamic FEST. In this paper, we report its technical features and performance. In addition, we discuss the differences in distributions of the BCI- and therapist-triggered stimulation latencies. Design Two single-arm 40-session interventional studies to test the feasibility of BCI-controlled FEST for upper limb motor rehabilitation in individuals with cervical SCI Setting Rehabilitation programs within the University and Lyndhurst Centres of the Toronto Rehabilitation Institute - University Health Network, Toronto, Canada Participants Five individuals with sub-acute (< 6 months post-injury) SCI at the C4-C5 level, AIS B-D, and three individuals with chronic (> 24 months post-injury) SCI at C4 level, AIS B-C. Outcome Measures We measured BCI setup duration, and to characterize the performance of KITE-BCI, we recorded BCI sensitivity, defined as the percentage of successful BCI activations out of the total number of cued movements. Results The overall BCI sensitivities were 74.46% and 79.08% for the sub-acute and chronic groups, respectively. The average KITE-BCI setup duration across the two studies was 11 min and 13 s. Conclusion KITE-BCI demonstrates a clinically viable single-channel BCI system for integration with FEST resulting in a versatile technology-enhanced upper limb motor rehabilitation strategy after SCI.
引用
收藏
页码:S203 / S214
页数:12
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