用基于波形的否定算法进行的离子声学实验中的质子范围测量精度
Elia Arturo Vallicelli1, Andrea Baschirotto1, Lorenzo Stevenazzi1
1Department of Physics, University and INFN Section of Milano-Bicocca, 20126 Milano, Italy.
Sensors (Basel, Switzerland)
|July 30, 2025
概括
一个新的波形变换消噪算法 (WTDA) 提高了电离声信号质量和质子范围的精度. 这一进步降低了辐射剂量,用于癌症治疗中精确的光束监测.
科学领域:
- 医学物理 医学物理
- 信号处理 信号处理
- 瘤子治疗子疗法
背景情况:
- 离子声学探测器使用来自质子束的超声波进行亚毫米能量沉积定位.
- 精确的光束监测对于瘤子疗法治疗至关重要.
研究的目的:
- 引入和验证波形变换消噪算法 (WTDA),以提高电离声信号与噪声比 (SNR) 和质子范围测量精度.
- 为了证明WTDA在光束表征中降低辐射剂量的潜力.
主要方法:
- 将WTDA应用于来自20 MeV质子束的实验性离子声学信号.
- 将WTDA应用于来自200 MeV临床质子束的模拟离子声学信号.
- 将WTDA性能与最先进的算法进行比较.
主要成果:
- 对于20 MeV的质子束,WTDA将SNR提高了17dB,并将测量精度提高了两倍.
- 对于200 MeV的临床光束,WTDA实现了30μm的精度,与其他方法相比,剂量减少了80%.
- 在相同的17 Gy剂量沉积下,WTDA显示精度提高了六倍.
结论:
- WTDA显著提高了电离声信号质量和质子范围测量精度.
- WTDA 能够大幅降低剂量,以便在子疗法中准确地表征光束.
- 这种算法为优化瘤子疗法治疗提供了一个有希望的工具.
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