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非均匀介质中散射的快速SPECT模拟。

Rapid SPECT simulation of downscatter in non-uniform media.

作者信息

de Jong H W, Beekman F J

机构信息

Department of Nuclear Medicine, Image Sciences Institute, University Medical Center, Utrecht, The Netherlands.

出版信息

Phys Med Biol. 2001 Mar;46(3):621-35. doi: 10.1088/0031-9155/46/3/301.

Abstract

A rotation-based Monte Carlo (MC) simulation method (RMC) has been developed, designed for rapid calculation of downscatter through non-uniform media in SPECT. A possible application is downscatter correction in dual isotope SPECT. With RMC, only a fraction of all projections of a SPECT study have to be MC simulated in a standard manner. The other projections can be estimated rapidly using the results of these standard MC calculations. For efficiency, approximations have to be made in RMC with regard to the final scatter angle of the detected photons. Further speed-up is obtained by combining RMC with convolution-based forced detection (CFD) instead of forced detection (FD), which is a more common variance reduction technique for MC. The RMC method was compared with standard MC for 99mTc downscatter in a 201Tl window (72 keV+/-10%) using a digital thorax phantom. The resulting scatter projections are in good agreement (maximum bias a few per cent of the largest value in the projection), but RMC with CFD is about three orders in magnitude faster than standard MC with FD and up to 25 times faster than standard MC with CFD. Using RMC combined with CFD, the generation of 64 almost noise-free downscatter projections (64 x 64) takes only a couple of minutes on a 500 MHz Pentium processor. Therefore, rotation-based Monte Carlo could serve as a practical tool for downscatter correction schemes in dual isotope SPECT.

摘要

已经开发出一种基于旋转的蒙特卡罗(MC)模拟方法(RMC),其设计目的是快速计算单光子发射计算机断层显像(SPECT)中通过非均匀介质的散射。一个可能的应用是双同位素SPECT中的散射校正。使用RMC时,SPECT研究的所有投影中只需以标准方式对一小部分进行MC模拟。其他投影可以使用这些标准MC计算的结果快速估算。为提高效率,RMC在检测到的光子的最终散射角方面必须进行近似处理。通过将RMC与基于卷积的强制检测(CFD)而非强制检测(FD)相结合可进一步加快速度,强制检测是一种更常用的MC方差减少技术。使用数字胸部体模,将RMC方法与标准MC在201铊窗口(72 keV±10%)中对99m锝的散射进行了比较。所得的散射投影吻合良好(最大偏差为投影中最大值的百分之几),但采用CFD的RMC比采用FD的标准MC快约三个数量级,比采用CFD的标准MC快达25倍。使用结合了CFD的RMC,在500 MHz奔腾处理器上生成64个几乎无噪声的散射投影(64×64)仅需几分钟。因此,基于旋转的蒙特卡罗可作为双同位素SPECT中散射校正方案的实用工具。

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