Localization of event-related activity by SAM(erf).

S E Robinson
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Abstract

Synthetic aperture magnetometry (SAM) has been used to image source power or source signal-to-noise ratio from MEG. However, the locations of maximal event-related oscillatory activity (or changes from resting state) do not necessarily coincide with those sites that are phase-locked to external events (i.e., localized by dipole fit to the averaged evoked response). Since an estimate of the source time-series may also be obtained by applying the beamformer coefficients to the MEG signal, one can image event-related activity by mapping some function reflecting the reliability of the averaged source waveform at each location. We have devised a new analysis method, SAM(erf), for obtaining a functional image of event-related brain activity and revealing the corresponding waveforms for activated sites. The mapping function used is the ratio of RMS amplitude of the averaged source waveform to that of the +/- average waveform, for a selected time window. This function is computed at each coordinate on a three-dimensional grid in the head. In addition to the SAM(erf) functional image, the averaged source waveforms for each local maximum in the image can be computed and displayed. This procedure can reveal multiple locations and waveforms at sites in the brain engaged in event-related activities. When this method is applied to evoked response studies, phase-locked activity can sometimes be found in areas distant from primary sensory cortex. Given the sensitivity of this functional imaging method to areas outside primary sensory cortex, it has the potential for detecting subtle changes in brain activity in health and disease.

由SAM(erf)定位与事件相关的活动。
合成孔径磁强计(SAM)已被用于磁相图的源功率或源信噪比成像。然而,与事件相关的最大振荡活动(或从静息状态变化)的位置不一定与外部事件锁相的位置一致(即,偶极子拟合定位于平均诱发反应)。由于也可以通过将波束形成系数应用于MEG信号来获得源时间序列的估计,因此可以通过映射反映每个位置平均源波形可靠性的某些函数来成像与事件相关的活动。我们设计了一种新的分析方法,SAM(erf),用于获得与事件相关的脑活动的功能图像,并揭示相应的激活部位的波形。所使用的映射函数是在选定的时间窗口内,平均源波形的有效值幅度与+/-平均波形的有效值幅度之比。这个函数是在头部三维网格上的每个坐标上计算的。除了SAM(erf)函数图像外,还可以计算和显示图像中每个局部最大值的平均源波形。这一过程可以揭示大脑中参与事件相关活动的多个位置和波形。当这种方法应用于诱发反应研究时,有时可以在远离初级感觉皮层的区域发现锁相活动。鉴于这种功能成像方法对初级感觉皮层以外区域的敏感性,它有可能探测到健康和疾病时大脑活动的细微变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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