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KITE-BCI:一种用于功能性电刺激治疗的脑机接口系统。

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

机构信息

Institute of Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada.

The KITE Research Institute, Toronto Rehabilitation Institute - University Health Network, Toronto, Ontario, Canada.

出版信息

J Spinal Cord Med. 2021;44(sup1):S203-S214. doi: 10.1080/10790268.2021.1970895.

DOI:10.1080/10790268.2021.1970895
PMID:34779740
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8648007/
Abstract

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.

摘要

背景/目的:将脑机接口(BCI)技术与功能性电刺激治疗(FEST)相结合是脊髓损伤(SCI)后上肢运动康复的一种新兴策略。尽管有很有前景的结果,但这些技术的联合使用(BCI-FEST)在临床实践中很少见。为了解决这个问题,我们开发了 KITE-BCI,这是一种专门为临床应用和与动态 FEST 集成而设计的 BCI 系统。在本文中,我们报告了它的技术特点和性能。此外,我们还讨论了 BCI 和治疗师触发刺激潜伏期分布的差异。

设计

两项 40 次单臂干预研究,旨在测试 BCI 控制的 FEST 用于治疗颈 SCI 个体上肢运动康复的可行性。

设置

加拿大多伦多康复研究所 - 大学健康网络的大学和 Lyndhurst 中心的康复计划。

参与者

5 名亚急性(<6 个月损伤后)SCI 患者(C4-C5 节段,AIS B-D)和 3 名慢性(>24 个月损伤后)SCI 患者(C4 节段,AIS B-C)。

结果测量

我们测量了 BCI 设置时间,并记录了 KITE-BCI 的性能,将 BCI 灵敏度定义为提示运动总数中成功 BCI 激活的百分比。

结果

亚急性组和慢性组的总体 BCI 灵敏度分别为 74.46%和 79.08%。两项研究的平均 KITE-BCI 设置时间为 11 分钟 13 秒。

结论

KITE-BCI 展示了一种可行的临床单通道 BCI 系统,可与 FEST 集成,为 SCI 后上肢运动康复提供了一种多功能的技术增强策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4489/8648007/ae5213429f94/YSCM_A_1970895_F0005_OC.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4489/8648007/63293aacf99b/YSCM_A_1970895_F0001_OC.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4489/8648007/45f821055305/YSCM_A_1970895_F0002_OC.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4489/8648007/4a44bc324b1a/YSCM_A_1970895_F0003_OC.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4489/8648007/429dde7ba1f5/YSCM_A_1970895_F0004_OC.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4489/8648007/ae5213429f94/YSCM_A_1970895_F0005_OC.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4489/8648007/63293aacf99b/YSCM_A_1970895_F0001_OC.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4489/8648007/45f821055305/YSCM_A_1970895_F0002_OC.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4489/8648007/4a44bc324b1a/YSCM_A_1970895_F0003_OC.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4489/8648007/429dde7ba1f5/YSCM_A_1970895_F0004_OC.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4489/8648007/ae5213429f94/YSCM_A_1970895_F0005_OC.jpg

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