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使用最先进的商业软件算法进行心肌灌注单光子发射计算机断层显像的图像质量特征:10种重建方法的评估

Image quality characteristics of myocardial perfusion SPECT imaging using state-of-the-art commercial software algorithms: evaluation of 10 reconstruction methods.

作者信息

Hosny Taher, Khalil Magdy M, Elfiky Abdo A, Elshemey Wael M

机构信息

Department of Biophysics, Faculty Science, Cairo University Cairo, Egypt.

Department of Physics, Faculty of Science, Helwan University Cairo, Egypt.

出版信息

Am J Nucl Med Mol Imaging. 2020 Dec 15;10(6):375-386. eCollection 2020.

Abstract

Myocardial perfusion imaging (MPI) is widely used as standard of care in patients with coronary artery disease. The availability of hybrid SPECT/CT imaging system and associated advanced reconstruction algorithms serve to improve diagnostic accuracy and enhances image quality of MPI. The aim of this work was to evaluate the relative performance of iterative reconstruction algorithms correcting for different combinations of image degrading factors versus filtered back projection on the quality of myocardial perfusion SPECT imaging. A standard cardiac phantom containing myocardial defects of different sizes and compositions was used to simulate myocardial perfusion SPECT/CT clinical studies. A clinically relevant activity was determined to avoid discordance with real data acquisition. Acquisition parameters including time per projection, angular rotation increment, and iterative reconstruction number of iterations and subsets were varied. The reconstruction was carried out applying different algorithms including 10 variants of analytical (e.g FBP) and iterative reconstructions with and without resolution recovery. Typical figures of merit were used to evaluate the image quality of MPI reconstructed with ten different reconstruction methods. OSEM-RR showed remarkable improvement of image quality of MPI in terms of SNR, CNR and defect contrast percentage compared to FBP algorithm. Full correction scheme IR-RR (i.e. IRACSCRR) provides clinically acceptable image quality of MPI compared to FBP.

摘要

心肌灌注成像(MPI)在冠心病患者中被广泛用作标准治疗手段。混合型单光子发射计算机断层扫描/计算机断层扫描(SPECT/CT)成像系统的可用性以及相关的先进重建算法有助于提高诊断准确性并提升MPI的图像质量。这项工作的目的是评估针对不同图像退化因素组合进行校正的迭代重建算法与滤波反投影法相比,对心肌灌注SPECT成像质量的相对性能。使用一个包含不同大小和成分心肌缺损的标准心脏模型来模拟心肌灌注SPECT/CT临床研究。确定了一个与临床相关的活度,以避免与实际数据采集不一致。改变采集参数,包括每个投影的时间、角度旋转增量以及迭代重建的迭代次数和子集。应用不同算法进行重建,包括10种解析(如FBP)变体以及有无分辨率恢复的迭代重建。使用典型的品质因数来评估用十种不同重建方法重建的MPI图像质量。与FBP算法相比,有序子集期望最大化-分辨率恢复(OSEM-RR)在信噪比(SNR)、对比噪声比(CNR)和缺损对比百分比方面显示出MPI图像质量的显著改善。与FBP相比,全校正方案迭代重建-分辨率恢复(即IRACSCRR)提供了临床上可接受的MPI图像质量。

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本文引用的文献

1
Cardiac Imaging in the Diagnosis of Coronary Artery Disease.用于冠状动脉疾病诊断的心脏成像
Curr Probl Cardiol. 2017 Oct;42(10):316-366. doi: 10.1016/j.cpcardiol.2017.04.005. Epub 2017 Apr 12.
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Advances in technical aspects of myocardial perfusion SPECT imaging.心肌灌注单光子发射计算机断层显像技术进展
J Nucl Cardiol. 2009 Mar-Apr;16(2):255-76. doi: 10.1007/s12350-009-9052-6. Epub 2009 Feb 26.

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