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Application of the noise power spectrum in modern diagnostic MDCT: Part II. Noise power spectra and signal to noise

机译:噪声功率谱在现代诊断MDCT中的应用:第二部分。噪声功率谱和信噪比

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摘要

Balancing dose and image quality requires signal-to-noise (SNR) metrics which incorporate both the variance and the spatial frequency characteristics of noise. In this study, the non-prewhitening matched filter SNR metric is calculated for 2 mm slices of a 1 cm diameter sphere under three different conditions: (1) constant pixel standard deviation, (2) constant dose and (3) constant reconstruction filter. For the constant pixel standard deviation condition, an increase of 260% in SNR was found with increasing filter sharpness. For constant dose, the SNR remained level for smooth to medium filters, then declined by up to 55% with increasing filter sharpness. For a constant reconstruction filter, the SNR increased with dose, but not as high as photon statisticswould predict. However, when structured noisewas removed from the noise power spectrum, the SNR did vary with quanta statistics. These results offer protocol design guidance for low-frequency-dominated objects.
机译:平衡剂量和图像质量需要信噪比(SNR)指标,该指标应同时包含噪声的方差和空间频率特性。在本研究中,在以下三种不同条件下,针对直径为1 cm的球体的2 mm切片,计算了非预增白匹配滤波器的SNR度量:(1)恒定像素标准差,(2)恒定剂量和(3)恒定重建滤波器。对于恒定的像素标准偏差条件,发现随着滤波器清晰度的提高,SNR会提高260%。对于恒定剂量,平滑到中型滤镜的SNR保持水平,然后随着滤镜清晰度的提高而下降多达55%。对于恒定重建滤波器,SNR随剂量增加而增加,但不如光子统计所预测的那样高。但是,当从噪声功率谱中删除结构噪声时,SNR确实随量子统计量而变化。这些结果为低频控制对象提供了协议设计指导。

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