对多源圆光束CT的交叉散射特征进行初步研究
Wenxin Deng1, Shaoyong Tian1, Jiancong Dai1
1School of Biomedical Engineering, Southern Medical University, Guangzhou, China.
Medical physics
|November 11, 2025
概括
本研究介绍了一种基于GPU的蒙特卡罗 (MC) 模拟,用于多源圆束计算断层扫描 (CBCT) 系统. 该方法准确地模拟了散射,揭示了它对图像质量的重大影响,并使未来的校正成为可能.
科学领域:
- 医疗成像医学成像
- 计算物理 计算物理
- 辐射科学 辐射科学
背景情况:
- 多源圆束计算断层扫描 (CBCT) 为动态研究提供了至关重要的更快的成像速度.
- 在CBCT系统中增加的X射线源使散射复杂化,导致交叉散射效应.
- 现有的散射校正方法对于多源CBCT挑战是不够的.
研究的目的:
- 为多源CBCT系统开发基于GPU的蒙特卡罗 (MC) 模拟.
- 为了准确地建模散射分布和组件特性.
- 分析交叉散射对图像重建质量的影响.
主要方法:
- 使用gMCDRR套件进行基于GPU的MC模拟,使用平面板和球形探测器进行多源CBCT.
- 模拟成像系统几何,光子初始化和幻影中的物理相互作用.
- 在多个GPU核心上采用并行处理,以提高计算效率,并与Geant4.4进行验证.
主要成果:
- 多源CBCT中的散射强度随着X射线源数量的增加而增加.
- 交叉散射受源探测器角度和物体特征的影响;向后散射可能超过向前散射.
- 重建的图像因叠加的交叉散射而遭受文物和不准确的CT值,降低图像质量.
结论:
- 基于GPU的MC模拟准确地模拟了多源CBCT系统中的分散.
- 该方法为分析散射特征和组件提供了一个工具.
- 该模拟可用于开发多源CBCT交叉散射的纠正.
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