Velo Alexandre F, Fan Peng, Xie Huidong, Chen Xiongchao, Boutagy Nabil, Feher Attila, Sinusas Albert J, Ljungberg Michael, Liu Chi
Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT 06510 USA.
Beijing Institute of Spacecraft System Engineering, Beijing, China.
IEEE Trans Radiat Plasma Med Sci. 2023 Nov;7(8):839-850. doi: 10.1109/trpms.2023.3297443. Epub 2023 Jul 27.
SPECT systems distinguish radionuclides by using multiple energy windows. For CZT detectors, the energy spectrum has a low energy tail leading to additional crosstalk between the radionuclides. Previous work developed models to correct the scatter and crosstalk for CZT-based dedicated cardiac systems with similar Tc/I tracer distributions. These models estimate the primary and scatter components by solving a set of equations employing the MLEM approach. A penalty term is applied to ensure convergence. The present work estimates the penalty term for any Tc/I activity level. An iterative approach incorporating Monte Carlo into the iterative image reconstruction loops was developed to estimate the penalty terms. We used SIMIND and XCAT phantoms in this study. Distribution of tracers in the myocardial tissue and blood pool were varied to simulate a dynamic acquisition. Evaluations of the estimated and the real penalty terms were performed using simulations and large animal data. The myocardium to blood pool ratio was calculated using ROIs in the myocardial tissue and the blood pool for quantitative analysis. All corrected images yielded a good agreement with the gold standard images. In conclusion, we developed a CZT crosstalk correction method for quantitative imaging of Tc/I activity levels by dynamically estimating the penalty terms.
单光子发射计算机断层扫描(SPECT)系统通过使用多个能量窗口来区分放射性核素。对于碲锌镉(CZT)探测器,能谱有一个低能尾部,导致放射性核素之间产生额外的串扰。先前的工作开发了模型,用于校正具有相似锝/铟(Tc/I)示踪剂分布的基于CZT的专用心脏系统的散射和串扰。这些模型通过采用最大似然期望最大化(MLEM)方法求解一组方程来估计主要成分和散射成分。应用一个惩罚项以确保收敛。目前的工作估计了任何Tc/I活度水平下的惩罚项。开发了一种将蒙特卡罗方法纳入迭代图像重建循环的迭代方法来估计惩罚项。在本研究中我们使用了SIMIND和XCAT体模。改变心肌组织和血池中的示踪剂分布以模拟动态采集。使用模拟和大型动物数据对估计的惩罚项和实际惩罚项进行评估。使用心肌组织和血池中的感兴趣区(ROI)计算心肌与血池的比值进行定量分析。所有校正后的图像与金标准图像都有很好的一致性。总之,我们通过动态估计惩罚项开发了一种用于Tc/I活度水平定量成像的CZT串扰校正方法。