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一种用于检测意识障碍患者意识的非注视依赖型视听脑机接口。

A gaze-independent audiovisual brain-computer Interface for detecting awareness of patients with disorders of consciousness.

作者信息

Xie Qiuyou, Pan Jiahui, Chen Yan, He Yanbin, Ni Xiaoxiao, Zhang Jiechun, Wang Fei, Li Yuanqing, Yu Ronghao

机构信息

Coma Research Group, Centre for Hyperbaric Oxygen and Neurorehabilitation, Guangzhou General Hospital of Guangzhou Military Command, Guangzhou, 510010, China.

School of Software, South China Normal University, Guangzhou, 510641, China.

出版信息

BMC Neurol. 2018 Oct 9;18(1):144. doi: 10.1186/s12883-018-1144-y.

Abstract

BACKGROUND

Currently, it is challenging to detect the awareness of patients who suffer disorders of consciousness (DOC). Brain-computer interfaces (BCIs), which do not depend on the behavioral response of patients, may serve for detecting the awareness in patients with DOC. However, we must develop effective BCIs for these patients because their ability to use BCIs does not as good as healthy users.

METHODS

Because patients with DOC generally do not exhibit eye movements, a gaze-independent audiovisual BCI is put forward in the study where semantically congruent and incongruent audiovisual number stimuli were sequentially presented to evoke event-related potentials (ERPs). Subjects were required to pay attention to congruent audiovisual stimuli (target) and ignore the incongruent audiovisual stimuli (non-target). The BCI system was evaluated by analyzing online and offline data from 10 healthy subjects followed by being applied to online awareness detection in 8 patients with DOC.

RESULTS

According to the results on healthy subjects, the audiovisual BCI system outperformed the corresponding auditory-only and visual-only systems. Multiple ERP components, including the P300, N400 and late positive complex (LPC), were observed using the audiovisual system, strengthening different brain responses to target stimuli and non-target stimuli. The results revealed the abilities of three of eight patients to follow commands and recognize numbers.

CONCLUSIONS

This gaze-independent audiovisual BCI system represents a useful auxiliary bedside tool to detect the awareness of patients with DOC.

摘要

背景

目前,检测意识障碍(DOC)患者的意识状态具有挑战性。脑机接口(BCI)不依赖患者的行为反应,可用于检测DOC患者的意识。然而,我们必须为这些患者开发有效的BCI,因为他们使用BCI的能力不如健康用户。

方法

由于DOC患者通常不表现出眼球运动,本研究提出了一种不依赖注视的视听BCI,其中语义一致和不一致的视听数字刺激被依次呈现以诱发事件相关电位(ERP)。受试者被要求关注一致的视听刺激(目标)并忽略不一致的视听刺激(非目标)。通过分析10名健康受试者的在线和离线数据对BCI系统进行评估,随后将其应用于8名DOC患者的在线意识检测。

结果

根据健康受试者的结果,视听BCI系统优于相应的仅听觉和仅视觉系统。使用视听系统观察到多个ERP成分,包括P300、N400和晚期正复合波(LPC),强化了大脑对目标刺激和非目标刺激的不同反应。结果显示8名患者中有3名有听从指令和识别数字的能力。

结论

这种不依赖注视的视听BCI系统是检测DOC患者意识的一种有用的床边辅助工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7baa/6176505/ca50557eee80/12883_2018_1144_Fig1_HTML.jpg

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