论文标题

SPECT中的闪烁事件在Hemi-Ellipsoid检测器中定位,这是一项使用Geant4 Monte-Carlo的模拟研究

Scintillation Event Localization in Hemi-Ellipsoid Detector for SPECT, a simulation study using Geant4 Monte-Carlo

论文作者

Soysal, Hanif R., Dey, J., Donahue, W. P., Matthews, K. L.

论文摘要

先前提出了使用具有针孔准直的弯曲晶体的高灵敏度心脏SPECT系统(Dey,IEEE TNS 2012; Bhusal等人,MedMed。Phys。2019)。在这里,我们假设高曲率半elipsoid探测器会导致晶体不同深度事件的光分布的可测量差异。通过使用Monte-Carlo(Geant4)分析Hemi-Ellipsoid检测器中的闪烁光,并评估检测器处的​​定位误差和对象空间中的后射击误差,从而对此进行了测试。我们使用geant4模拟了整体层状CSI晶体中闪烁光的传播。创建了一个查找表(LUT),以使用Geant4将晶体内部的点映射到晶体表面的预期光图案。在整个晶体的13个区域中,模拟了伽马射线,并捕获了表面上所得的闪烁体强度,作为我们的实验相互作用。开发了一种基于泊松统计的算法,以限制伽马射线事件位置的搜索到LUT的小区域,并通过比较选定的LUT点之间的插值,通过比较伽马相互作用和LUT光模式的光分布来进行微调。将本地化事件单独反向对象中间平面,并记录错误。除了一些离群值(最高2%)外,所有区域的局部误差为0.71(+/- 0.44)毫米,较差的情况下,顶点处为1.36(+/- 0.67)mm。当反射到心脏SPECT对象的中平面中时,由于检测器提供的高系统放大倍率,误差<1mm,平均误差为0.4(+/- 0.22)mm。因此,对于我们的高灵敏度系统,我们还可以实现高分辨率,假设对心脏SPECT应用有完美的针孔准直仪的分辨率恢复。

A high sensitivity Cardiac SPECT system using curved crystals with pinhole collimation was proposed previously (Dey, IEEE TNS 2012, Bhusal et al, Med. Phys. 2019). Here, we hypothesize that a high curvature hemi-ellipsoid detector results in measurable differences in light distribution from events at different depths in the crystal. This was tested by analyzing the scintillation light in hemi-ellipsoid detector using Monte-Carlo (Geant4) and evaluation of both the localization error at detector and the back-projected errors in object-space. We used Geant4 to simulate the propagation of scintillation light in a monolithic hemi-ellipsoidal CsI crystal. A look-up table (LUT) was created to map the points inside the crystal to the expected light pattern on the crystal surface using Geant4. In thirteen zones across the crystal, gamma-rays were simulated and the resulting scintillator light intensity on the surface was captured, serving as our experimental interactions. A Poisson-statistics-based algorithm was developed to limit the search of the gamma-ray event locations into small regions of the LUT and fine-tuned by interpolating between selected LUT points by comparing the light distribution of the gamma interactions and LUT light patterns. The localized events were individually back-projected to the object mid-plane, and the errors recorded. Excluding some outliers (up to 2%), the localized errors averaged over all the zones was 0.71 (+/-0.44) mm with a worse case of 1.36 (+/-0.67) mm at the apex. When back-projected to the midplane of the object for Cardiac SPECT, the errors were <1mm and average error was 0.4(+/-0.22) mm, due to the high system magnification afforded by the detector. Thus, for our high sensitivity system, we were also able to achieve high resolution, assuming perfect pinhole collimator resolution recovery for Cardiac SPECT application.

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