一种基于传输测量的频谱估计方法,采用X射线管电压波动的X射线管
Zengxiang Pan1, Xu Li1, Guoqin Lin1
1School of Biomedical Engineering, Southern Medical University, Guangzhou, China.
Quantitative imaging in medicine and surgery
|June 7, 2023
概括
这项研究引入了一种多电压方法,通过计算电压波动来准确估计X射线能量光谱. 新方法提高了圆束计算机断层扫描 (CBCT) 系统的准确性和纠正文物.
科学领域:
- 医学物理 医学物理
- 影像科学 影像科学
背景情况:
- X射线能量光谱量化了来自X射线管的光子能量流动.
- 现有的频谱估计方法忽略了X射线管的电压波动.
- 电压波动显著影响精确的频谱测定.
研究的目的:
- 开发一种用于精确的X射线能量频谱估计的新方法.
- 为了将X射线管的电压波动纳入光谱估计.
- 为了提高形束计算断层扫描 (CBCT) 系统的准确性.
主要方法:
- 提出了采用电压波动的"多电压方法".
- 将频谱建模为电压范围内的模型光谱的加权和.
- 使用平衡优化器 (EO) 算法来确定最佳权重.
- 定义了一个基于优化投影差异的目标函数.
主要成果:
- 多电压方法使用10%的电压波动范围准确地重建参考光谱.
- 幻影评估证明了梁硬化工件的纠正.
- 与参考光谱相比,在3%以内实现了高精度的规范化根平均平方误差 (NRMSE).
- 与单电压方法相比,估计的散射显示出最小的误差 (1.77%).
结论:
- 多电压方法提供了精确的X射线能量谱估计.
- 该方法对各种电压脉冲模式和现实的电压光谱具有稳定性.
- 它为CBCT应用提供了准确的再投影和频谱估计.
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