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Attenuation correction in quantitative SPECT of cerebral blood flow: a Monte Carlo study.

机译:定量SPECT脑血流中的衰减校正:蒙特卡洛研究。

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摘要

Monte Carlo simulation has been used to produce projections from a voxel-based brain phantom, simulating a 99mTc-HMPAO single photon emission computed tomography (SPECT) brain investigation. For comparison, projections free from the effects of attenuation and scattering were also simulated, giving ideal transaxial images after reconstruction. Three methods of attenuation correction were studied: (a) a pre-processing method, (b) a post-processing uniform method and (c) a post-processing non-uniform method using a density map. The accuracy of these methods was estimated by comparison of the reconstructed images with the ideal images using the normalized mean square error, NMSE, and quantitative values of the regional cerebral blood flow, rCBF. A minimum NMSE was achieved for the effective linear attenuation coefficient mu(eff) = 0.07 (0.09) cm(-1) for the uniform(pre) method, the effective mass attenuation coefficient mu(eff)/rho = 0.08 (0.10) cm2 g(-1) for the uniform(post) method and mu(eff)/rho = 0.12 (0.13) cm2 g(-1) for the non-uniform(post) method. Values in parentheses represent the case of dual-window scatter correction. The non-uniform(post) method performed better, as measured by the NMSE, both with and without scatter correction. Furthermore, the non-uniform(post) method gave, on average, more accurate rCBF values. Although the difference in rCBF accuracy was small between the various methods, the same method should be used for patient studies as for the reference material.
机译:蒙特卡罗模拟已用于从基于体素的脑模型生成投影,模拟99mTc-HMPAO单光子发射计算机断层扫描(SPECT)脑部检查。为了进行比较,还模拟了不受衰减和散射影响的投影,在重建后可提供理想的跨轴图像。研究了三种衰减校正方法:(a)预处理方法,(b)后处理均匀方法,以及(c)使用密度图的后处理非均匀方法。通过使用标准化均方误差NMSE和区域脑血流量的定量值rCBF将重构图像与理想图像进行比较,可以评估这些方法的准确性。均匀(pre)方法的有效线性衰减系数mu(eff)= 0.07(0.09)cm(-1)达到最小NMSE,有效质量衰减系数mu(eff)/ rho = 0.08(0.10)cm2 g(-1)适用于均一(post)方法,mu(eff)/ rho = 0.12(0.13)cm2 g(-1)适用于非均一(post)方法。括号中的值表示双窗口散射校正的情况。根据NMSE的测量,无论有无散射校正,非均匀(后)方法的性能都更好。此外,非均匀(后期)方法平均给出了更准确的rCBF值。尽管各种方法之间的rCBF准确性差异很小,但对于患者研究,应使用与参考材料相同的方法。

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