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蒙特卡罗法在锥束 CT 散射 mitigation 策略中的评估。

Monte Carlo evaluation of scatter mitigation strategies in cone-beam CT.

机构信息

Department of Radiation Oncology, Beth Israel Medical Center, New York, New York 10003, USA.

出版信息

Med Phys. 2010 Oct;37(10):5456-70. doi: 10.1118/1.3488978.

Abstract

PURPOSE

To investigate the efficacy of two widely used scatter mitigation methods: antiscatter grids (ASGs) and beam modulating with bowtie filters (BTFs), in combination with subtractive scatter correction or zeroth order normalization phantom calibration, for improving image noise, contrast, contrast-to-noise ratio (CNR), and image uniformity for on-board cone-beam CT (CBCT) imaging systems used for image-guided radiation therapy.

METHODS

PTRAN Monte Carlo CBCT x-ray projections of head and pelvic phantoms were calculated for combinations of beam-modulation and scatter rejection methods and images were reconstructed by in-house developed software. In addition, a simple one-dimensional analytic model was developed to predict scatter-to-primary ratio (SPR) and CNR as a function of cylindrical phantom thickness, ASG transmission, and beam modulation with bow-tie filters.

RESULTS

ASGs were found to have slightly negative or no effect on head phantom image CNR and to modestly improve CNR (10%-20%) in pelvic phantom images. However, scatter subtraction and norm-phantom calibration perform better when applied on data acquired with ASGs. Scatter subtraction improves CT number accuracy, but increases noise, and in high SPR/low primary-photon transmission scenarios can dramatically reduce CNR and introduce streaking artifacts. The BTF is found to reduce SPR and image noise, resulting in a better trade-off between CNR and imaging dose, but introduces a circular band artifact.

CONCLUSIONS

Our study shows that ASGs have a modest positive impact in pelvic scans and negative in head scans, scatter subtraction improves the HU accuracy but reduces CNR, while BTF has a clearly positive effect.

摘要

目的

研究两种广泛使用的散射减轻方法(散射栅(ASG)和使用蝴蝶结滤光器的射束调制(BTF))与减法散射校正或零阶归一化体模校准相结合,以改善用于图像引导放射治疗的机载锥形束 CT(CBCT)成像系统的图像噪声、对比度、对比噪声比(CNR)和图像均匀性。

方法

使用 PTRAN 蒙特卡罗 CBCT 头部和骨盆体模的射线投影,计算了射束调制和散射消除方法的组合,并使用内部开发的软件进行图像重建。此外,还开发了一个简单的一维解析模型,以预测散射与原始射线比(SPR)和 CNR 作为圆柱状体模厚度、ASG 透射率和蝴蝶结滤光器射束调制的函数。

结果

ASG 对头部体模图像 CNR 略有负影响或无影响,对骨盆体模图像 CNR 适度提高(10%-20%)。然而,散射减法和体模校准在应用于 ASG 采集的数据时表现更好。散射减法提高了 CT 数的准确性,但增加了噪声,并且在高 SPR/低原始光子传输情况下会显著降低 CNR 并引入条纹伪影。蝴蝶结滤光器被发现可以降低 SPR 和图像噪声,从而在 CNR 和成像剂量之间取得更好的折衷,但会引入圆形带纹伪影。

结论

我们的研究表明,ASG 在骨盆扫描中有适度的正影响,而在头部扫描中有负影响,散射减法提高了 HU 的准确性但降低了 CNR,而 BTF 则有明显的正效果。

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