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Validation of optimal cut-off frequency using a Butterworth filter in single photon emission computed tomography reconstruction for the target organ: Spatial domain and frequency domain

机译:使用Butterworth滤波器在靶器官的单光子发射计算机断层扫描重建中验证最佳截止频率:空间域和频域

摘要

In single photon emission computed tomography (SPECT) images, we evaluated cut-off frequency using two methods: spatial domain method (normalized mean square error: NMSE) and frequency domain method (radius direction distribution function in the power spectrum: Pr (n)) and we calculated the optimal cut-off frequency of the Butterworth filter according to the nuclide and collimator used, and the target organ. The optimized cut-off frequencies (Fc) were determined for nuclides of 99m-Tc, 123-I, 201-Tl, and LEHR and LEGP collimators, and compared. The Pr (n) was used to evaluate the SPECT images for frequency domain analysis, and the NMSE method was used for the assessment of images in spatial domain. In the brain phantom for both of these methods of analysis, the optimal Fc varies depending on the nuclide and collimator. Fc in use for 99m-Tc is 0.802 [cycles/cm] with LEHR and 0.656 [cycles/cm] with LEGP. However, those in use for 123-I are 0.656 [cycles/cm] with LEHR. In the myocardial phantom, the appropriate Fc are 0.516 [cycles/cm] with LEHR, and 0.469 [cycles/cm] with LEGP in use of 99m-Tc. We concluded that the cut-off frequency of the Butterworth filter should be changed in reconstructing SPECT images according to the collimator, nuclide and target organs.
机译:在单光子发射计算机断层摄影(SPECT)图像中,我们使用两种方法评估了截止频率:空间域方法(归一化均方误差:NMSE)和频域方法(功率谱中的半径方向分布函数:Pr(n) ),然后根据所用核素和准直仪以及目标器官,计算出Butterworth滤波器的最佳截止频率。确定了99m-Tc,123-I,201-T1核素以及LEHR和LEGP准直仪的最佳截止频率(Fc),并进行了比较。 Pr(n)用于评估SPECT图像以进行频域分析,而NMSE方法用于评估空间域中的图像。对于这两种分析方法,在脑模中,最佳Fc取决于核素和准直仪而变化。对于LEHR,用于99m-Tc的Fc为0.802 [cycles / cm],对于LEGP,Fc为0.656 [cycles / cm]。但是,使用LEHR的123-I使用的是0.656 [cycles / cm]。在心肌模型中,在使用99m-Tc的情况下,LEHR的合适Fc为0.516 [cycles / cm],LEGP的合适Fc为0.469 [cycles / cm]。我们得出的结论是,在重建SPECT图像时,应根据准直仪,核素和目标器官来改变Butterworth滤波器的截止频率。

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