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用于单光子发射计算机断层扫描(SPECT)成像的低通滤波器比较

Comparison of Low-Pass Filters for SPECT Imaging.

作者信息

Sayed Inayatullah S, Ismail Siti S

机构信息

Department of Diagnostic Imaging and Radiotherapy, Kulliyyah of Allied Health Sciences, International Islamic University Malaysia, Kuantan Campus, 25200 Kuantan, Pahang, Malaysia.

出版信息

Int J Biomed Imaging. 2020 Apr 1;2020:9239753. doi: 10.1155/2020/9239753. eCollection 2020.

Abstract

In single photon emission computed tomography (SPECT) imaging, the choice of a suitable filter and its parameters for noise reduction purposes is a big challenge. Adverse effects on image quality arise if an improper filter is selected. Filtered back projection (FBP) is the most popular technique for image reconstruction in SPECT. With this technique, different types of reconstruction filters are used, such as the Butterworth and the Hamming. In this study, the effects on the quality of reconstructed images of the Butterworth filter were compared with the ones of the Hamming filter. A Philips ADAC forte gamma camera was used. A low-energy, high-resolution collimator was installed on the gamma camera. SPECT data were acquired by scanning a phantom with an insert composed of hot and cold regions. A Technetium-99m radioactive solution was homogenously mixed into the phantom. Furthermore, a symmetrical energy window (20%) centered at 140 keV was adjusted. Images were reconstructed by the FBP method. Various cutoff frequency values, namely, 0.35, 0.40, 0.45, and 0.50 cycles/cm, were selected for both filters, whereas for the Butterworth filter, the order was set at 7. Images of hot and cold regions were analyzed in terms of detectability, contrast, and signal-to-noise ratio (SNR). The findings of our study indicate that the Butterworth filter was able to expose more hot and cold regions in reconstructed images. In addition, higher contrast values were recorded, as compared to the Hamming filter. However, with the Butterworth filter, the decrease in SNR for both types of regions with the increase in cutoff frequency as compared to the Hamming filter was obtained. Overall, the Butterworth filter under investigation provided superior results than the Hamming filter. Effects of both filters on the quality of hot and cold region images varied with the change in cutoff frequency.

摘要

在单光子发射计算机断层扫描(SPECT)成像中,选择合适的滤波器及其参数以达到降噪目的是一项巨大挑战。若选择了不合适的滤波器,会对图像质量产生不利影响。滤波反投影(FBP)是SPECT中最常用的图像重建技术。使用该技术时,会采用不同类型的重建滤波器,如巴特沃斯滤波器和汉明滤波器。在本研究中,将巴特沃斯滤波器与汉明滤波器对重建图像质量的影响进行了比较。使用了一台飞利浦ADAC forte伽马相机。在伽马相机上安装了低能高分辨率准直器。通过扫描一个带有由热区和冷区组成的插入物的体模来采集SPECT数据。将锝-99m放射性溶液均匀混合到体模中。此外,调整了一个以140 keV为中心的对称能量窗(20%)。通过FBP方法重建图像。为两个滤波器都选择了各种截止频率值,即0.35、0.40、0.45和0.50周/厘米,而对于巴特沃斯滤波器,阶数设置为7。从可检测性、对比度和信噪比(SNR)方面分析了热区和冷区的图像。我们的研究结果表明,巴特沃斯滤波器能够在重建图像中显示出更多的热区和冷区。此外,与汉明滤波器相比,记录到了更高的对比度值。然而,与汉明滤波器相比,使用巴特沃斯滤波器时,随着截止频率的增加,两种区域的SNR均有所下降。总体而言,所研究的巴特沃斯滤波器比汉明滤波器提供了更好的结果。两个滤波器对热区和冷区图像质量的影响随截止频率的变化而不同。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/df09/7152936/79ac09198182/IJBI2020-9239753.001.jpg

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