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Preliminary studies on the design and simulation of high resolution small animal PET scanners with octagonal geometry

机译:具有八边形几何形状的高分辨率小型动物PET扫描仪的设计和仿真的初步研究

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We present a preliminary study on the design of a small animal positron emission tomograph with octagonal geometry. The main goal is to evaluate the impact of critical design parameters on the quality of the reconstructed images. Monte Carlo simulations take into account the depth of interaction in individual crystals. The activity sources are simulated as parametric distributions within the field of view and images are reconstructed with iterative algorithms based on the estimation of maximum likelihood and Bayesian regularization. The probability system matrix used by these algorithms is also calculated based on statistical models and Monte Carlo simulation. 2D and 3D techniques have been employed.
机译:我们目前对具有八边形几何形状的小型动物正电子发射断层扫描仪的设计进行初步研究。主要目标是评估关键设计参数对重建图像质量的影响。蒙特卡洛模拟考虑了单个晶体相互作用的深度。将活动源模拟为视野内的参数分布,并基于最大似然估计和贝叶斯正则化,使用迭代算法重建图像。这些算法使用的概率系统矩阵也是基于统计模型和蒙特卡洛模拟计算的。已经采用了2D和3D技术。

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