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理解同步脑电图/功能磁共振成像中的梯度伪影。

Understanding gradient artefacts in simultaneous EEG/fMRI.

作者信息

Yan Winston X, Mullinger Karen J, Brookes Matt J, Bowtell Richard

机构信息

Sir Peter Mansfield Magnetic Resonance Centre, School of Physics and Astronomy, University of Nottingham, Nottingham NG7 2RD, UK.

出版信息

Neuroimage. 2009 Jun;46(2):459-71. doi: 10.1016/j.neuroimage.2009.01.029.

Abstract

Implementation of concurrent functional magnetic resonance imaging (fMRI) and electroencephalography (EEG) recording results in the generation of large artefacts that can compromise the quality of EEG data. While much effort has been devoted towards studying the temporal variation of the artefact waveforms produced by time-varying magnetic field gradients, the spatial variation of the artefact voltage across EEG leads has not previously been investigated in any depth. The aim of this work is to develop an improved understanding of the spatial characteristics of the gradient artefacts and the mechanism which underlies their generation. This paper therefore presents physical models of the artefacts produced by the temporally-varying magnetic field gradients required for MRI. Novel analytic expressions for the artefact voltage that account for realistic shifts and rotations of the human head were calculated from electromagnetic theory, assuming a spherical, homogeneous head and longitudinal wirepaths for the EEG cap. These were then corroborated by comparison with numerical simulations using actual EEG wirepaths and with experimental measurements on an agar phantom and human head. The numerical simulations produced accurate reproductions of experimentally measured spatial patterns for both the spherical phantom and human head in a variety of orientations and gradient fields; correlation coefficients were as high as 0.98 for the phantom and 0.95 for the human head. Furthermore, it was determined that artefact voltages for both longitudinal and transverse gradients could be decreased by adjusting the subject's axial position with respect to the gradient coils. The accuracy of the modelled spatial maps along with the ability to model gradient artefacts for any given head orientation are a step towards developing improved artefact correction algorithms that incorporate motion tracking of the subject and selective filtering based on calculated spatial artefact templates, leading to greater fidelity in simultaneous EEG/fMRI data.

摘要

同时进行功能磁共振成像(fMRI)和脑电图(EEG)记录会产生大量伪影,这些伪影会影响EEG数据的质量。尽管人们在研究时变磁场梯度产生的伪影波形的时间变化方面投入了大量精力,但此前尚未对EEG导联上伪影电压的空间变化进行过深入研究。这项工作的目的是更好地理解梯度伪影的空间特征及其产生机制。因此,本文提出了MRI所需的时变磁场梯度产生的伪影的物理模型。根据电磁理论,假设头部为球形、均匀且EEG帽的导线路径为纵向,计算了考虑人头实际偏移和旋转的伪影电压的新解析表达式。然后,通过与使用实际EEG导线路径的数值模拟以及在琼脂模型和人头上的实验测量结果进行比较,对这些表达式进行了验证。数值模拟准确再现了球形模型和人头在各种方向和梯度场下实验测量的空间模式;模型与球形模型的相关系数高达0.98,与人头的相关系数高达0.95。此外,研究还发现,通过调整受试者相对于梯度线圈的轴向位置,可以降低纵向和横向梯度的伪影电压。建模空间图的准确性以及为任何给定头部方向模拟梯度伪影的能力,朝着开发改进的伪影校正算法迈出了一步,该算法结合了受试者的运动跟踪和基于计算出的空间伪影模板的选择性滤波,从而提高了同步EEG/fMRI数据的保真度。

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