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A Simple Scatter Reduction Method in Cone-Beam Computed Tomography for Dental and Maxillofacial Applications Based on Monte Carlo Simulation

机译:基于蒙特卡罗模拟的锥束计算机断层扫描在牙科和颌面应用中的简单散射减少方法

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摘要

The quality of images obtained from cone-beam computed tomography (CBCT) is important in diagnosis and treatment planning for dental and maxillofacial applications. However, X-ray scattering inside a human head is one of the main factors that cause a drop in image quality, especially in the CBCT system with a wide-angle cone-beam X-ray source and a large area detector. In this study, the X-ray scattering distribution within a standard head phantom was estimated using the Monte Carlo method based on Geant4. Due to small variation of low-frequency scattering signals, the scattering signals from the head phantom can be represented as the simple predetermined scattering signals from a patient's head and subtracted the projection data for scatter reduction. The results showed higher contrast and less cupping artifacts on the reconstructed images of the head phantom and real patients. Furthermore, the same simulated scattering signals can also be applied to process with higher-resolution projection data.
机译:从锥束计算机断层扫描(CBCT)获得的图像质量在牙科和颌面应用的诊断和治疗计划中很重要。但是,人头内部的X射线散射是导致图像质量下降的主要因素之一,尤其是在具有广角锥束X射线源和大面积检测器的CBCT系统中。在这项研究中,使用基于Geant4的蒙特卡罗方法估算了标准头部模型中的X射线散射分布。由于低频散射信号的微小变化,来自头部模型的散射信号可以表示为来自患者头部的简单的预定散射信号,并减去投影数据以减少散射。结果显示,在头部幻像和真实患者的重建图像上,对比度更高,拔罐伪影更少。此外,相同的模拟散射信号也可以应用于高分辨率投影数据的处理。

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