一个快速的分析剂量计算方法,用于MRI引导的质子疗法
Alisha Duetschler1,2, Carla Winterhalter1, Gabriel Meier1
1Center for Proton Therapy, Paul Scherrer Institute, 5232 Villigen PSI, CH, Switzerland.
Physics in medicine and biology
|September 26, 2023
概括
一种新的GPU加速分析方法使得MRI导向放射治疗的快速和准确的质子剂量计算成为可能. 这种方法显著改善了在磁场中进行质子疗法的在线计划适应.
科学领域:
- 医学物理 医学物理
- 放射治疗技术 放射治疗技术
- 计算成像技术的成像
背景情况:
- 磁共振成像为放射治疗提供了创新的在线图像指导.
- 质子疗法越来越多地被认为是MR引导的治疗,需要快速剂量计算.
- 目前的蒙特卡洛 (MC) 对质子剂量的模拟是准确的,但在线适应需要大量的时间.
研究的目的:
- 为MR导向质子疗法开发一种高效的剂量计算方法.
- 创建一个基于GPU的快速分析算法,将磁场束偏移纳入其中.
- 为了实现在线计划调整所必需的快速剂量计算.
主要方法:
- 开发了一个基于GPU的分析算法,修改了射线造剂量计算.
- 在直角磁场中的光束轨迹的查看表 (LUT) 使用TOPAS-MC模拟生成.
- 该算法在各种材料和患者病例中与MC模拟进行了验证.
主要成果:
- 在分析和MC剂量分布之间取得了很好的一致性 (分毫米范围偏差,侧向偏移<2毫米).
- 观察到高马传递率 (2%/2毫米),与0T场景相比,即使在高密度材料中也是如此.
- 无论磁场强度如何,都保持了可比的治疗计划质量.
结论:
- 开发了一种新的,快速,准确的方法来计算磁场中的质子剂量.
- 该算法适用于在线计划适应在MR引导的质子疗法.
- 这一进步有助于在先进的放射治疗中改善治疗规划和治疗.
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