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脑电图逆偶极子定位问题的传统方法和互易方法。

Conventional and reciprocal approaches to the inverse dipole localization problem of electroencephalography.

作者信息

Finke Stefan, Gulrajani Ramesh M, Gotman Jean

机构信息

Institute of Biomedical Engineering, Université de Montréal, Succursale Centre-ville, Montreal, QC H3C 3J7, Canada.

出版信息

IEEE Trans Biomed Eng. 2003 Jun;50(6):657-66. doi: 10.1109/TBME.2003.812198.

Abstract

Forward transfer matrices relating dipole source to surface potentials can be determined via conventional or reciprocal approaches. In numerical simulations with a triangulated boundary-element three-concentric-spheres head model, we compare four inverse electroencephalogram (EEG) solutions: those obtained utilizing conventional or reciprocal forward transfer matrices, relating in each case source dipole components to potentials at either triangle centroids or triangle vertices. Single-dipole inverse solutions were obtained using simplex optimization with an additional position constraint limiting solution dipoles to within the brain region. Dipole localization errors are presented in all four cases, for varying dipole eccentricity and two different values of skull conductivity. Both conventional and reciprocal forward transfer matrices yielded inverse dipole solutions of comparable accuracy. Localization errors were low even for highly eccentric source dipoles on account of the nonlinear nature of the single-dipole solution and the position constraint. In the presence of Gaussian noise, both conventional and reciprocal approaches were also found to be equally robust to skull conductivity errors.

摘要

将偶极子源与表面电位相关联的正向传递矩阵可通过传统方法或互易方法来确定。在使用三角剖分边界元三同心球头模型的数值模拟中,我们比较了四种脑电逆解:利用传统或互易正向传递矩阵获得的解,在每种情况下,源偶极子分量与三角形质心或三角形顶点处的电位相关。使用单纯形优化并附加位置约束将解偶极子限制在脑区内,从而获得单偶极子逆解。给出了所有四种情况下不同偶极子偏心率以及两种不同颅骨电导率值时的偶极子定位误差。传统和互易正向传递矩阵都产生了精度相当的逆偶极子解。由于单偶极子解的非线性性质和位置约束,即使对于高度偏心的源偶极子,定位误差也很低。在存在高斯噪声的情况下,还发现传统方法和互易方法对颅骨电导率误差同样具有鲁棒性。

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