Modeling brain electrical activity by an image-based boundary element method

被引:1
|
作者
Chen, X. L. [1 ]
Zhang, H. [1 ]
Wu, M. [1 ]
机构
[1] Washington State Univ, Sch Engn & Comp Sci, Vancouver, WA 98686 USA
关键词
Inverse electroencephalography; Boundary element method; Nearly singular integrals; Tikhonov regularization; Image-based computation; EEG; POTENTIALS; SIMULATION;
D O I
10.1016/j.enganabound.2010.06.011
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Electroencephalography (EEG) source localization of brain activity is of high diagnostic value. This work aims to improve the low-spatial-resolution scalp EEG measurement through noninvasive numerical procedures. An image-based boundary element method (BEM) is developed to reconstruct cortical brain potential distribution from the scalp input. The developed BEM circumvents a practical challenge of linking scan images to model-based computation by translating the scan surface tessellation directly into mesh discretization for the BEM. Related issues, such as the numerical regularization of the ill-posed inverse problem, which are crucial to achieving reliable solutions, are discussed. The numerical studies show that the developed BEM can effectively handle the potential reconstruction on a detailed brain surface from blurry scalp potential input, and may become a promising tool to aid clinical diagnosis of brain-related problems. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:995 / 1002
页数:8
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