基于模拟系统响应矩阵的双头面板PET图像重建

Y. Shang, Shuai Wang, Wencai Cao, Hao Xu, Yuqing Liu, Q. Xie, P. Xiao
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引用次数: 0

摘要

用蒙特卡罗方法测量系统响应矩阵(SRM)既费时又耗资源,即使在高性能计算机节点上也是如此。在本文中,我们利用现有的对称特性,大大降低了计算具有两个平行面板探测器的面板PET的SRM的复杂性。通过扩展原系统,模拟平行于PET检测器的每切片4个体素,通过对称和平移得到同一图像切片上其他体素的SRM。在不失一般性的前提下,Y和Z方向的体素大小分别是晶体间距大小的四分之一,它们可能不相同。结果表明,采用蒙特卡罗方法和对称性重建图像的噪声水平和收敛性优于采用实体角等动态计算SRM重建图像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The dual head panel PET image reconstruction based on simulated system response matrix
Measuring system response matrix (SRM) by Monte Carlo method is time and resource consuming, even with high performance computer nodes. In this paper, we exploited symmetry properties available to drastically reduce the complexity in computing SRM of panel PET, which has two parallel panel detectors. By extending the original system and simulating 4 voxels every slice parallel to the PET detector, SRM of other voxels on the same image slice can be obtained by symmetry and translation. Without loss of generality, the voxel size in Y and Z direction is one-quarter of the crystal pitch size respectively, and they may not be the same. The results show that the noise level and convergence of reconstruction images by Monte Carlo method and symmetry are better than that by calculating SRM on-the-fly like solid angle.
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