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Brain-Controlled Functional Electrical Stimulation for Lower-Limb Motor Recovery in Stroke Survivors

机译:脑卒中幸存者下肢运动恢复的脑控制功能电刺激

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摘要

Despite the prevalence of stroke-induced gait impairment due to foot drop, current rehabilitative practices to improve gait function are limited, and orthoses can be uncomfortable and do not provide long-lasting benefits. Therefore, novel modalities that may facilitate lasting neurological and functional improvements, such as brain-computer interfaces (BCIs), have been explored. In this article, we assess the feasibility of BCI-controlled functional electrical stimulation (FES) as a novel physiotherapy for post-stroke foot drop. Three chronic stroke survivors with foot drop received three, 1-hour sessions of therapy during 1 week. All subjects were able to purposefully operate the BCI-FES system in real time. Furthermore, the salient electroencephalographic (EEG) features used for classification by the data-driven methodology were determined to be physiologically relevant. Over the course of this short therapy, the subjects’ dorsiflexion active range of motion (AROM) improved by 3°, 4°, and 8°, respectively. These results indicate that chronic stroke survivors can operate the BCI-FES system, and that BCI-FES intervention may promote functional improvements.
机译:尽管普遍存在因脚下垂引起的中风诱发的步态障碍,但目前改善步态功能的康复措施仍然有限,矫形器可能不舒服且不能提供长期的益处。因此,已经探索了可以促进持久的神经和功能改善的新颖方式,例如脑-计算机接口(BCI)。在本文中,我们评估了BCI控制的功能性电刺激(FES)作为中风后跌落的新型物理疗法的可行性。 3名脚下垂的慢性中风幸存者在1周内接受了3个1小时疗程。所有受试者均能够实时有目的地操作BCI-FES系统。此外,用于数据驱动方法进行分类的显着脑电图(EEG)功能被确定为具有生理相关性。在这种短期疗法的过程中,受试者的背屈活动活动范围(AROM)分别提高了3°,4°和8°。这些结果表明,慢性中风幸存者可以操作BCI-FES系统,并且BCI-FES干预措施可以促进功能改善。

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