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An Auditory BCI System for Assisting CRS-R Behavioral Assessment in Patients with Disorders of Consciousness

机译:听觉BCI系统协助患者CRS-R行为评估意识障碍

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The Coma Recovery Scale-Revised (CRS-R) is a consistent and sensitive behavioral assessment standard for disorders of consciousness (DOC) patients. However, the CRS-R has limitations due to its dependence on behavioral markers, which has led to a high rate of misdiagnosis. Brain-computer interfaces (BCIs), which directly detect brain activities without any behavioral expression, can be used to evaluate a patient's state. In this study, we explored the application of BCIs in assisting CRS-R assessments of DOC patients. Specifically, an auditory passive EEG-based BCI system with an oddball paradigm was proposed to facilitate the evaluation of one item of the auditory function scale in the CRS-R - the auditory startle. The results obtained from five healthy subjects validated the efficacy of the BCI system. Nineteen DOC patients participated in the CRS-R and BCI assessments, of which three patients exhibited no responses in the CRS-R assessment but were responsive to auditory startle in the BCI assessment. These results revealed that a proportion of DOC patients who have no behavioral responses in the CRS-R assessment can generate neural responses, which can be detected by our BCI system. Therefore, the proposed BCI may provide more sensitive results than the CRS-R and thus assist CRS-R behavioral assessments.
机译:COMA恢复规模修订(CRS-R)是一种一致而敏感的行为评估标准,用于意识(DOC)患者。然而,由于其对行为标志物的依赖性,CRS-R具有局限性,这导致了高误报率。脑 - 计算机界面(BCI)直接检测没有任何行为表达的大脑活动,可用于评估患者的状态。在本研究中,我们探讨了BCIS在协助Doc患者的CRS-R评估方面的应用。具体地,提出了一种具有奇怪范式的基于听觉的基于eEG的BCI系统,以便于评估CRS-R中听觉函数尺度的一个项目 - 听觉惊吓。从五个健康受试者获得的结果验证了BCI系统的疗效。 Nodeen患者参加了CRS-R和BCI评估,其中三名患者在CRS-R评估中没有响应,但在BCI评估中对听觉惊吓。这些结果表明,在CRS-R评估中没有行为反应的DOC患者的比例可以产生神经响应,这可以由我们的BCI系统检测。因此,所提出的BCI可以提供比CRS-R更敏感的结果,从而有助于CRS-R行为评估。

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