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基于高密度真实几何头部模型的三极环形电极表面拉普拉斯算子的计算。

Computation of Surface Laplacian for tri-polar ring electrodes on high-density realistic geometry head model.

作者信息

Sunderam Sridhar, Besio Walter

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:3616-3619. doi: 10.1109/EMBC.2017.8037640.

Abstract

Neural activity inside the human brain generate electrical signals that can be detected on the scalp. Electroencephalograph (EEG) is one of the most widely utilized techniques helping physicians and researchers to diagnose and understand various brain diseases. Due to its nature, EEG signals have very high temporal resolution but poor spatial resolution. To achieve higher spatial resolution, a novel tri-polar concentric ring electrode (TCRE) has been developed to directly measure Surface Laplacian (SL). The objective of the present study is to accurately calculate SL for TCRE based on a realistic geometry head model. A locally dense mesh was proposed to represent the head surface, where the local dense parts were to match the small structural components in TCRE. Other areas without dense mesh were used for the purpose of reducing computational load. We conducted computer simulations to evaluate the performance of the proposed mesh and evaluated possible numerical errors as compared with a low-density model. Finally, with achieved accuracy, we presented the computed forward lead field of SL for TCRE for the first time in a realistic geometry head model and demonstrated that it has better spatial resolution than computed SL from classic EEG recordings.

摘要

人类大脑内部的神经活动会产生可在头皮上检测到的电信号。脑电图(EEG)是应用最为广泛的技术之一,可帮助医生和研究人员诊断和了解各种脑部疾病。由于其特性,EEG信号具有非常高的时间分辨率,但空间分辨率较差。为了获得更高的空间分辨率,人们开发了一种新型的三极同心环电极(TCRE)来直接测量表面拉普拉斯算子(SL)。本研究的目的是基于逼真的头部几何模型精确计算TCRE的SL。提出了一种局部密集网格来表示头部表面,其中局部密集部分用于匹配TCRE中的小结构组件。其他没有密集网格的区域则用于减少计算量。我们进行了计算机模拟,以评估所提出网格的性能,并与低密度模型相比评估可能的数值误差。最后,在达到所需精度的情况下,我们首次在逼真的头部几何模型中展示了为TCRE计算的SL前向导联场,并证明其空间分辨率比经典EEG记录计算得到的SL更好。

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