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脑磁图的半解析三层球模型正向计算。

Semi-analytic three-shell forward calculation for magnetoencephalography.

机构信息

Department of Neurophysiology and Pathophysiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.

Department of Neurophysiology and Pathophysiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.

出版信息

Neuroimage. 2024 Oct 1;299:120836. doi: 10.1016/j.neuroimage.2024.120836. Epub 2024 Sep 16.

Abstract

In previous studies, the magnetic lead field theorem in the quasi-static approximation was derived and used for the development of a method for the forward problem of MEG. It was applied and tested on a single-shell model of the human head and the question whether one shell is adequate enough for the calculation of the magnetic field is the main reason for this study. This forward method is based on the fundamental concept that one can calculate the lead field for MEG by decomposing it into two parts: the lead field of an arbitrary volume conductor that is already known and the gradient of basis functions that have to be harmonic, here derived from spherical harmonics. The problem then is reduced to evaluating the coefficients found in the basis functions. In this research we aim to improve the accuracy of the forward model, hence improving the localization accuracy in inverse methods by introducing a more detailed realistic head model. We here generalize the algorithm developed for a single-shell volume conductor to a three-shell volume conductor representing the brain, the skull and the skin with homogenous and isotropic conductivities in realistic ratios. The expansion to three shells could be tested as the three-shell algorithm is approaching the single-shell with high accuracy in special cases where three-shell solutions can also be calculated using a single-shell solution, especially for higher levels of expansion. The deviation in the calculation of the lead field is also evaluated when using three shells with realistic conductivities. The magnetic field turned out to differ to an important measurable extend in particular for deeper sources, making the three-shell algorithm substantially more accurate for these dipole locations.

摘要

在以前的研究中,我们推导出了准静态近似下的磁导联场定理,并将其应用于 MEG 正问题的方法开发中。我们将该方法应用于人类头部的单壳模型进行了测试,而本次研究的主要原因是一个壳层是否足以用于磁场计算的问题。该正向方法基于以下基本概念:可以通过将 MEG 的导联场分解为两部分来计算:一部分是已经知道的任意容积导体的导联场,另一部分是基函数的梯度,这里的基函数是由球谐函数推导出来的,并且是调和函数。问题随后就简化为评估基函数中找到的系数。在这项研究中,我们旨在通过引入更详细的现实头颅模型来提高正向模型的准确性,从而提高逆方法中的定位准确性。我们将用于单壳容积导体的算法推广到代表大脑、颅骨和皮肤的三壳容积导体,这些组织的电导率具有真实比例的均匀各向同性。在某些特殊情况下,三壳算法可以通过单壳解以高精度计算,特别是在更高阶展开时,三壳算法可以趋近于单壳算法。因此,我们可以测试三壳算法的扩展。当使用具有真实电导率的三个壳层时,导联场的计算也会发生偏差。特别是对于更深层的源,磁场的变化在重要的可测量范围内有显著差异,这使得三壳算法在这些偶极子位置上具有更高的准确性。

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