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Speckle image analysis of cortical blood flow and perfusion using temporally derived contrasts

机译:使用时间派生的对比对皮质血流和灌注进行散斑图像分析

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Contrast values estimated from temporal statistics is used for laser speckle contrast analysis (LASCA) of cortical blood flow and perfusion. Using temporal statistics, we are able to reliably estimate the blood flow and perfusion by processing only a selected number of pixels from the raw speckle images. For the number of frames (N < 6) for estimating the temporal contrast, the root mean square (RMS) of the inverse decorrelation time (/spl tau//sub c/) is found to be relatively constant with a variance of /spl plusmn/ 3.52%. For a given window size used for estimation of /spl tau//sub c/, it is observed that the RMS of 1/(/spl tau//sub c/ values exhibit a low variance of /spl plusmn/ 4.62% as compared to spatially derived contrasts (SDC) with/without averaging. For a given reduction in binning size, the image processing using the temporally derived contrasts (TDC) is found to be 1.41 times faster as compared to obtained using SDC.
机译:根据时间统计数据估算的对比度值用于皮层血流和灌注的激光散斑对比分析(LASCA)。使用时间统计,我们能够通过仅处理原始散斑图像中选定数量的像素来可靠地估计血流和灌注。对于估计时间对比度的帧数(N <6),反解相关时间(/ spl tau // sub c /)的均方根(RMS)被发现相对恒定,方差为/ spl加数/ 3.52%。对于给定的用于估计/ spl tau // sub c /的窗口大小,可以观察到1 /(/ spl tau // sub c /值的RMS与/ spl tau // sub c /值相比显示出低的方差/ spl plusn / 4.62%对于具有/不具有平均的空间派生对比度(SDC),对于给定的合并大小减小,发现使用时间派生对比度(TDC)进行图像处理的速度比使用SDC获得的图像处理速度快1.41倍。

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