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Applying a brain-computer interface to support motor imagery practice in people with stroke for upper limb recovery: a feasibility study

机译:应用脑机接口支持中风患者上肢康复的运动成像实践:可行性研究

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摘要

BackgroundThere is now sufficient evidence that using a rehabilitation protocol involving motor imagery (MI) practice in conjunction with physical practice (PP) of goal-directed rehabilitation tasks leads to enhanced functional recovery of paralyzed limbs among stroke sufferers. It is however difficult to confirm patient engagement during an MI in the absence of any on-line measure. Fortunately an EEG-based brain-computer interface (BCI) can provide an on-line measure of MI activity as a neurofeedback for the BCI user to help him/her focus better on the MI task. However initial performance of novice BCI users may be quite moderate and may cause frustration. This paper reports a pilot study in which a BCI system is used to provide a computer game-based neurofeedback to stroke participants during the MI part of a protocol.
机译:背景技术现在有足够的证据表明,结合运动图像(MI)练习和针对目标的康复任务的身体练习(PP)结合使用的康复协议可提高卒中患者瘫痪肢体的功能恢复。但是,在没有任何在线措施的情况下,很难在MI中确认患者的参与。幸运的是,基于EEG的脑机接口(BCI)可以提供MI活动的在线测量,作为BCI用户的神经反馈,以帮助他/她更好地专注于MI任务。但是,新手BCI用户的初始性能可能相当中等,可能会导致挫败感。本文报告了一项初步研究,其中BCI系统用于在协议的MI部分期间向中风参与者提供基于计算机游戏的神经反馈。

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