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A Fast Monte Carlo-Based Forward Projector with Complete Physics Modeling of Y-90 Bremsstrahlung

机译:基于FAST Monte Carlo的前向投影机,具有Y-90 Bremsstrahlung的完整物理建模

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Intra-arterial administration of Y-90-microspheres is an established technique for radioembolization of hepatic tumors. We have previously developed a new approach for rapid simulation of bremsstrahlung from Y-90 beta particles; this method is being incorporated into the forward projector of a Monte Carlo (MC)-based SPECT reconstruction program. Conditional probability densities, derived from EGSnrc simulations, were first used to obtain multi-dimensional tables of equally likely parameters for bremsstrahlung production. Rapid simulation then consisted of randomly selecting a beta energy from a table of 100 equiprobable energies, a radial distance to the location of bremsstrahlung production for the given beta energy, and an equiprobable photon energy for the given beta energy and range. The rare nuclear de-excitation and internal pair-production processes yielding 1760- and 511-keV photons were also included. Simulated photons were used to build tables of distance- and energy-dependent resolution kernels (PSFs), including all collimator and detector interactions, and were also propagated through an attenuation map for 8 orders of scatter, yielding scatter-map (S-map) images in 40 energy bins from 59 to 859 keV. Primary and S-map photons were projected into 6 detector energy windows from 59 to 563 keV using convolution-forced detection (CFD) with the precomputed PSFs. Data were simulated and acquired from a 2.5-cm-diameter sphere of Y-90 centered within a water cylinder (7.2-cm diam. × 10.3 cm long). Energy spectra and projection images in the 6 windows were recorded with this phantom positioned ~20 cm from the high-energy general-purpose collimators on a Siemens Symbia SPECT-CT scanner. Acquired and simulated spectra and images were in good agreement. The average absolute difference of counts between fully-MC-simulated and Smap+CFD-computed images was 13.6%; discrepancies can be further reduced by using wider CFD kernels for the highest energy windows.
机译:动脉内施用Y-90微球是肝脏肿瘤放射性栓塞的既定技术。我们以前开发了一种从Y-90β粒子快速模拟Bremsstrahlung的新方法;该方法被结合到蒙特卡罗(MC)的基于SPECT重建计划的前向投影机中。首先使用来自EGSNRC模拟的条件概率密度,以获得Bremsstrahlung生产的同等可能参数的多维表。然后,快速模拟由随机选择来自100个设备能量的表的β能量,与给定β能量的Bremsstrahlung生产的位置的径向距离,以及用于给定的β能量和范围的均可光子能量。还包括罕见的核脱离激发和内部对生产方法,得到1760-和511keV光子。模拟光子用于构建距离和能量依赖性分辨率核(PSF)的表,包括所有准直器和检测器相互作用,并且还通过衰减图来传播8个散射级,产生散射图(S-MAP)从59到859 kev的40个能量箱中的图像。使用卷积强制检测(CFD)与预先计算的PSF,将主要和S-S映射光子从59到563Kev投影到6个检测器能量窗口中。模拟和获取数据,并从水缸(7.2厘米直径为×10.3厘米长)的2.5厘米直径的Y-90球体。通过在Siemens Symbia Spect-CT-CT扫描仪上的高能通用准直器上定位了6个窗口中的能谱和投影图像。获得和模拟光谱和图像非常一致。完全MC模拟和SMAP + CFD计算图像之间的数量的平均绝对差异为13.6%;使用更广泛的CFD内核对于最高能量窗口,可以进一步减少差异。

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