A finite difference model of electric field propagation in the human head: Implementation and validation

F. Marino, E. Halgren, J. Badier, M. Gee, V. Nenov
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引用次数: 12

Abstract

It is shown that a realistic finite-difference computational model for the propagation of electrical fields within the human head can be effectively implemented on a massively parallel computer. Potentially, the model will have not only anatomical accuracy, but also will be applicable to individual subjects automatically using their MRIs and/or CTs. This model has two further advantages. First, it yields the electric field distribution for all points within the head, not only at the scalp. Second, it allows the calculation of electric fields resulting from complex generator configurations without additional processing time, simply by placing additional sources and sinks at locations determined by the individual's MRI. Analytical methods can also model generators as dipole layers with complex geometries as the sum of many individual dipoles. However, the calculation increases proportionally with the number of modelled dipoles, and the placement of dipoles is problematic because the brain is not spherical. The model requires further development before it can be usefully applied to understanding the generation of human EEG.<>
电场在人头部传播的有限差分模型:实现与验证
结果表明,在大规模并行计算机上可以有效地实现电场在人头部内传播的有限差分计算模型。潜在地,该模型将不仅具有解剖学上的准确性,而且还将适用于个人受试者自动使用他们的核磁共振和/或ct。这种模式还有另外两个优点。首先,它给出了头部内所有点的电场分布,而不仅仅是头皮。其次,它允许计算由复杂的发电机配置产生的电场,而无需额外的处理时间,只需在个人MRI确定的位置放置额外的源和汇。解析方法还可以将发生器建模为具有复杂几何形状的偶极子层,如许多单个偶极子的总和。然而,计算量随着模拟偶极子的数量成比例地增加,而偶极子的位置是有问题的,因为大脑不是球形的。该模型需要进一步发展,才能有效地应用于理解人类脑电图的生成
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