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在磁共振成像扫描仪中识别脑电图事件:脉冲伪影问题及其减法去除方法。

Identification of EEG events in the MR scanner: the problem of pulse artifact and a method for its subtraction.

作者信息

Allen P J, Polizzi G, Krakow K, Fish D R, Lemieux L

机构信息

Department of Clinical Neurophysiology, The National Hospital for Neurology and Neurosurgery, Queen Square, London, UK.

出版信息

Neuroimage. 1998 Oct;8(3):229-39. doi: 10.1006/nimg.1998.0361.

Abstract

Triggering functional MRI (fMRI) image acquisition immediately after an EEG event can provide information on the location of the event generator. However, EEG artifact associated with pulsatile blood flow in a subject inside the scanner may obscure EEG events. This pulse artifact (PA) has been widely recognized as a significant problem, although its characteristics are unpredictable. We have investigated the amplitude, distribution on the scalp, and frequency of occurrence of this artifact. This showed large interindividual variations in amplitude, although PA is normally largest in the frontal region. In five of six subjects, PA was greater than 50 microV in at least one of the temporal, parasagittal, and central channels analyzed. Therefore, we developed and validated a method for removing PA. This subtracts an averaged PA waveform calculated for each electrode during the previous 10 s. Particular attention has been given to reliable ECG peak detection and ensuring that the average PA waveform is free of other EEG artifacts. Comparison of frequency spectra for EEG recorded outside and inside the scanner, with and without PA subtraction, showed a clear reduction in artifact after PA subtraction for all four frequency ranges analyzed. As further validation, lateralized epileptiform spikes were added to recordings from inside and outside the scanner: PA subtraction significantly increased the proportion of these spikes that were correctly identified and decreased the number of false spike detections. We conclude that in some subjects, EEG/fMRI studies will be feasible only using PA subtraction.

摘要

在脑电图(EEG)事件发生后立即触发功能磁共振成像(fMRI)图像采集,可提供有关事件发生器位置的信息。然而,扫描仪内受试者与搏动性血流相关的EEG伪影可能会掩盖EEG事件。尽管这种脉冲伪影(PA)的特征不可预测,但它已被广泛认为是一个重大问题。我们研究了这种伪影的幅度、在头皮上的分布以及出现频率。结果显示,尽管PA通常在额叶区域最大,但幅度存在很大的个体差异。在六名受试者中的五名中,在分析的颞叶、矢状旁和中央通道中至少有一个通道的PA大于50微伏。因此,我们开发并验证了一种去除PA的方法。该方法减去前10秒为每个电极计算的平均PA波形。特别注意了可靠的心电图峰值检测,并确保平均PA波形没有其他EEG伪影。对扫描仪内外记录的EEG频谱进行比较,有无PA减法,结果显示在分析的所有四个频率范围内,PA减法后伪影明显减少。作为进一步的验证,将侧化癫痫样棘波添加到扫描仪内外的记录中:PA减法显著增加了正确识别的这些棘波的比例,并减少了假棘波检测的数量。我们得出结论,在某些受试者中,只有使用PA减法,EEG/fMRI研究才可行。

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