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A Relationship Between Sampling Error And Signal To Noise Ratio In Gated SPECT

机译:门控SPECT中采样误差与信噪比的关系。

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Gated SPECT provides temporal resolution at the expense of a deteriorating SNR. While the level of noise in an image data set is thought to be complex due to the filtering process, this article provides a simple method for determining the trade-off in SNR when altering acquisition parameters. Introduction Gated single photon emission computed tomography (SPECT) provides temporal resolution at the expense of a deteriorating signal to noise ratio (SNR) (1). A potential weakness of gated SPECT is the possibility of insufficient count density per individual frame interval despite the relatively high 99m Tc activity (2). Each projection set will be reduced in counts by a factor equal to the number of collected frames (plus any rejected beats) (3). SPECT image quality is adversely affected by noise which is more problematic in low count gated SPECT. Smaller numbers of counts result in larger statistical uncertainties, or noise (4). Radioactivity counting error (random error) is characterised by Poisson statistics (4) which assumes pixels are independent of one another (e.g. planar images and SPECT raw data) and, thus, does not hold for reconstructed SPECT data where reconstructed pixels are not independent. Discussion The level of noise in an image data set, or SNR, is not as intuitive as it might seem due to the filtering process (5). The reconstructed SNR for data reconstructed using a ramp filter can be determined with the following equation:
机译:门控SPECT提供时间分辨率,但会降低SNR。尽管由于滤波过程,图像数据集中的噪声水平被认为是复杂的,但本文提供了一种简单的方法,可以在更改采集参数时确定SNR的折衷。简介门控单光子发射计算机断层扫描(SPECT)提供时间分辨率,但以信噪比(SNR)恶化为代价(1)。尽管相对较高的99m Tc活动,门控SPECT的潜在弱点是每个单独帧间隔计数密度不足的可能性(2)。每个投影集的计数将减少等于收集的帧数(加上任何拒绝的拍子)的倍数(3)。 SPECT图像质量受到噪声的不利影响,这在低计数门控SPECT中更成问题。较少的计数会导致较大的统计不确定性或噪音(4)。放射性计数误差(随机误差)的特征在于泊松统计(4),它假设像素彼此独立(例如平面图像和SPECT原始数据),因此不适用于重构像素不独立的SPECT数据。讨论由于滤波处理,图像数据集中的噪声水平或SNR并不像看起来那样直观(5)。可以使用以下公式确定使用斜坡滤波器重构的数据的重构SNR:

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