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基于电生理源成像的单试 EEG 的 N170 成分分析。

N170 component analysis of single-trial EEG based on electrophysiological source imaging.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:3678-3681. doi: 10.1109/EMBC48229.2022.9871791.

Abstract

Event-related potentials (ERP) are brain-evoked potentials that reflect the neural activity of the brain. However, it is difficult to isolate the ERP components of our interest because single-trial EEG is disturbed by other signals, and the average ERP analysis in turn loses single-trial information. In this paper, we used electrophysiological source imaging (ESI) to analyze the N170 component of single-trial EEG triggered by face stimulation. The results show that ESI is feasible for the analysis of N170 and that there are left-right differences in the area of the fusiform gyrus associated with face stimulation in the brain. Clinical Relevance- Analysis of the N170 of single-trial EEG by ESI may help in the diagnosis of patients with prosopagnosia and may also help physicians clinically in determining whether the fusiform gyrus region is damaged.

摘要

事件相关电位(ERP)是反映大脑神经活动的脑诱发电位。然而,由于单试 EEG 受到其他信号的干扰,因此很难分离我们感兴趣的 ERP 成分,而平均 ERP 分析又会丢失单试信息。在本文中,我们使用电生理源成像(ESI)分析了由面孔刺激引发的单试 EEG 的 N170 成分。结果表明,ESI 分析 N170 是可行的,并且在大脑中与面孔刺激相关的梭状回区域存在左右差异。临床意义-EPI 分析单试 EEG 的 N170 可能有助于诊断人面失认症患者,也可能有助于临床医生确定梭状回区域是否受损。

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