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A Brain–Computer Interface Based on Three-Dimensional Stereo Stimuli for Assisting Clinical Object Recognition Assessment in Patients With Disorders of Consciousness

机译:基于三维立体刺激的脑机接口,用于协助意识障碍患者的临床对象识别评估

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摘要

The coma recovery scale-revised (CRS-R) behavioral scale is commonly used for the clinical evaluation of patients with disorders of consciousness (DOC). However, since DOC patients generally cannot supply stable and efficient behavioral responses to external stimulation, evaluation results based on behavioral scales are not sufficiently accurate. In this paper, we proposed a novel brain-computer interface (BCI) based on 3D stereo audiovisual stimuli to supplement object recognition evaluation in the CRS-R. During the experiment, subjects needed to follow the instructions and to focus on the target object on the screen, whereas EEG data were recorded and analyzed in real time to determine the object of focus, and the detection result was output as feedback. Thirteen DOC patients participated in the object recognition assessments using the 3D audiovisual BCI and CRS-R. None of the patients showed object recognition function in the CRS-R assessment before the BCI experiment. However, six of these DOC patients achieved accuracies that were significantly higher than the chance level in the BCI-based assessment, indicating the successful detection of object recognition function in these six patients using our 3D audiovisual BCI system. These results suggest that the BCI method may provide a more sensitive object recognition evaluation compared with CRS-R and may be used to assist clinical CRS-R for DOC patients.
机译:昏迷恢复量表修订版(CRS-R)行为量表通常用于意识障碍患者(DOC)的临床评估。但是,由于DOC患者通常无法提供对外部刺激的稳定而有效的行为反应,因此基于行为量表的评估结果不够准确。在本文中,我们提出了一种基于3D立体声视听刺激的新型脑机接口(BCI),以补充CRS-R中的对象识别评估。在实验过程中,受试者需要遵循说明并聚焦在屏幕上的目标对象上,而实时记录和分析EEG数据以确定焦点对象,并将检测结果作为反馈输出。 13名DOC患者使用3D视听BCI和CRS-R参加了对象识别评估。在BCI实验之前,没有患者在CRS-R评估中显示出对象识别功能。但是,这些DOC患者中有6名获得的准确度大大高于基于BCI的评估中的机会水平,这表明使用我们的3D视听BCI系统成功检测了这6名患者中的对象识别功能。这些结果表明,与CRS-R相比,BCI方法可提供更敏感的物体识别评估,并可用于辅助DOC患者的临床CRS-R。

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    Changsha Univ Sci & Technol, Sch Comp & Commun Engn, Changsha 410114, Hunan, Peoples R China|South China Univ Technol, Sch Automat Sci & Engn, Guangzhou 510640, Guangdong, Peoples R China;

    Guangzhou Mil Command, Guangzhou Gen Hosp, Ctr Hyperbar Oxygen & Neurorehabil, Guangzhou 510010, Guangdong, Peoples R China;

    South China Univ Technol, Sch Automat Sci & Engn, Guangzhou 510640, Guangdong, Peoples R China;

    Guangzhou Mil Command, Guangzhou Gen Hosp, Ctr Hyperbar Oxygen & Neurorehabil, Guangzhou 510010, Guangdong, Peoples R China;

    South China Univ Technol, Sch Automat Sci & Engn, Guangzhou 510640, Guangdong, Peoples R China;

    Changsha Univ Sci & Technol, Sch Comp & Commun Engn, Changsha 410114, Hunan, Peoples R China;

    South China Univ Technol, Sch Automat Sci & Engn, Guangzhou 510640, Guangdong, Peoples R China;

    Guangzhou Mil Command, Guangzhou Gen Hosp, Ctr Hyperbar Oxygen & Neurorehabil, Guangzhou 510010, Guangdong, Peoples R China;

    South China Univ Technol, Sch Automat Sci & Engn, Guangzhou 510640, Guangdong, Peoples R China;

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  • 关键词

    Brain-computer interface (BCI); three-dimensional (3D) stimuli; disorders of consciousness (DOC); object recognition; coma recovery scale-revised (CRS-R);

    机译:脑电脑界面(BCI);三维(3D)刺激;意识障碍(DOC);对象识别;昏迷恢复规模修订(CRS-R);

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