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Gradient induced artifacts in simultaneous EEG-fMRI: Effect of synchronization on spiral and EPI k-space trajectories

机译:同时EEG-fMRI中的梯度感应伪影:同步对螺旋和EPI k空间轨迹的影响

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摘要

The nature of the gradient induced electroencephalography (EEG) artifact is analyzed and compared for two functional magnetic resonance imaging (fMRI) pulse sequences with different k-space trajectories: echo planar imaging (EPI) and spiral. Furthermore, the performance of the average artifact subtraction algorithm (AAS) to remove the gradient artifact for both sequences is evaluated. The results show that the EEG gradient artifact for spiral sequences is one order of magnitude higher than for EPI sequences due to the chirping spectrum of the spiral sequence and the dB/dt of its crusher gradients. However, in the presence of accurate synchronization, the use of AAS yields the same artifact suppression efficiency for both pulse sequences below 80 Hz. The quality of EEG signal after AAS is demonstrated for phantom and human data. EEG spectrogram and visual evoked potential (VEP) are compared outside the scanner and use both EPI and spiral pulse sequences. MR related artifact residues affect the spectra over 40 Hz (less than 0.2 μV up to 120 Hz) and modify the amplitude of P1, N2 and P300 in the VEP. These modifications in the EEG signal have to be taken into account when interpreting EEG data acquired in simultaneous EEG-fMRI experiments.
机译:分析和比较了梯度感应脑电图(EEG)伪像的性质,并比较了具有不同k空间轨迹的两个功能磁共振成像(fMRI)脉冲序列:回波平面成像(EPI)和螺旋形。此外,评估了平均伪影减法算法(AAS)去除两个序列的梯度伪影的性能。结果表明,由于螺旋序列的线性调频频谱及其压碎器梯度的dB / dt,螺旋序列的EEG梯度伪影比EPI序列高一个数量级。但是,在存在精确同步的情况下,对于80 Hz以下的两个脉冲序列,AAS的使用都会产生相同的伪影抑制效率。幻影和人类数据证明了AAS后脑电信号的质量。在扫描仪外部比较EEG频谱图和视觉诱发电位(VEP),并使用EPI和螺旋脉冲序列。与MR相关的伪影残留会影响40 Hz以上的频谱(最高120 Hz时小于0.2μV),并改变VEP中P1,N2和P300的幅度。在解释在同时进行的EEG-fMRI实验中获得的EEG数据时,必须考虑到EEG信号的这些修改。

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