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Pinhole SPECT imaging: compact projection/backprojection operator for efficient algebraic reconstruction

机译:针孔SPECT成像:紧凑的投影/反投影算子,可进行高效的代数重建

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摘要

We describe the efficient algebraic reconstruction (EAR) method, which applies to cone-beam tomographic reconstruction problems with a circular symmetry. Three independant steps/stages are presented, which use two symmetries and a factorization of the point spread functions (PSFs), each reducing computing times and eventually storage in memory or hard drive. In the case of pinhole single photon emission computed tomography (SPECT), we show how the EAR method can incorporate most of the physical and geometrical effects which change the PSF compared to the Dirac function assumed in analytical methods, thus showing improvements on reconstructed images. We also compare results obtained by the EAR method with a cubic grid implementation of an algebraic method and modeling of the PSF and we show that there is no significant loss of quality, despite the use of a noncubic grid for voxels in the EAR method. Data from a phantom, reconstructed with the EAR method, demonstrate 1.08-mm spatial tomographic resolution despite the use of a 1.5-mm pinhole SPECT device and several applications in rat and mouse imaging are shown. Finally, we discuss the conditions of application of the method when symmetries are broken, by considering the different parameters of the calibration and nonsymmetric physical effects such as attenuation.
机译:我们描述了有效的代数重建(EAR)方法,该方法适用于具有圆形对称性的锥束层析成像重建问题。提出了三个独立的步骤/阶段,它们使用两个对称性和点扩展函数(PSF)的因式分解,每一个都减少了计算时间,并最终减少了存储在内存或硬盘驱动器中的时间。在针孔单光子发射计算机断层扫描(SPECT)的情况下,我们展示了EAR方法如何与分析方法中假定的Dirac函数相比,能够结合改变PSF的大多数物理和几何效应,从而显示出对重建图像的改进。我们还将EAR方法获得的结果与代数方法的立方网格实现以及PSF的建模进行了比较,尽管在EAR方法中对体素使用了非立方网格,但是我们发现质量没有明显损失。尽管使用1.5毫米针孔SPECT装置,但通过EAR方法重建的幻像数据显示出1.08毫米空间断层扫描分辨率,并显示了在大鼠和小鼠成像中的几种应用。最后,通过考虑校准的不同参数和非对称物理效应(例如衰减),讨论了对称性破坏时该方法的应用条件。

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