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首页> 外文期刊>Medical Physics >TH‐EF‐BRB‐04: 4π Dynamic Conformal Arc Therapy Dynamic Conformal Arc Therapy (DCAT) for SBRT
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TH‐EF‐BRB‐04: 4π Dynamic Conformal Arc Therapy Dynamic Conformal Arc Therapy (DCAT) for SBRT

机译:TH-EF-BRB-04:4π动态保形弧治疗动态保形弧治疗(DCAT)用于SBRT

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Purpose: To develop an efficient and effective trajectory optimization methodology for 4π dynamic conformal arc treatment (4π DCAT) with synchronized gantry and couch motion; and to investigate potential clinical benefits for stereotactic body radiation therapy (SBRT) to breast, lung, liver and spine tumors. Methods: The entire optimization framework for 4π DCAT inverse planning consists of two parts: 1) integer programming algorithm and 2) particle swarm optimization (PSO) algorithm. The integer programming is designed to find an optimal solution for arc delivery trajectory with both couch and gantry rotation, while PSO minimize a non‐convex objective function based on the selected trajectory and dose‐volume constraints. In this study, control point interaction is explicitly taken into account. Beam trajectory was modeled as a series of control points connected together to form a deliverable path. With linear treatment planning objectives, a mixed‐integer program (MIP) was formulated. Under mild assumptions, the MIP is tractable. Assigning monitor units to control points along the path can be integrated into the model and done by PSO. The developed 4π DCAT inverse planning strategy is evaluated on SBRT cases and compared to clinically treated plans. Results: The resultant dose distribution of this technique was evaluated between 3D conformal treatment plan generated by Pinnacle treatment planning system and 4π DCAT on a lung SBRT patient case. Both plans share the same scale of MU, 3038 and 2822 correspondingly to 3D conformal plan and 4π DCAT. The mean doses for most of OARs were greatly reduced at 32% (cord), 70% (esophagus), 2.8% (lung) and 42.4% (stomach). Conclusion: Initial results in this study show the proposed 4π DCAT treatment technique can achieve better OAR sparing and lower MUs, which indicates that the developed technique is promising for high dose SBRT to reduce the risk of secondary cancer.
机译:目的:建立4π动态适形弧处理(4πDCAT)具有同步的机架和床运动高效和有效的轨迹最优化方法;并探讨立体定向放射治疗(SBRT)乳腺,肺,肝,脊柱肿瘤的潜在的临床益处。方法:为4πDCAT逆规划整个优化框架由两个部分组成:1)的整数规划算法和2)粒子群优化(PSO)算法。整数规划旨在找到用于电弧输送轨迹与两个沙发和机架旋转的最佳解决方案,同时最小化PSO基于所选择的轨迹和剂量 - 体积约束的非凸目标函数。在这项研究中,控制点相互作用明确地考虑。束轨道建模为一系列连接在一起以形成可输送路径控制点。与线性治疗规划目标,混合整数规划(MIP)配制。在温和的假设下,MIP是容易处理。分配监测单位来控制路径上的点可以被集成到模型和PSO完成。发达4πDCAT逆规划策略是在SBRT病例评价和比较,以临床治疗计划。结果:该技术的所得的剂量分布是由尖峰治疗计划系统和4πDCAT上的肺SBRT患者情况下所产生的3D适形治疗计划之间进行评价。双方计划共同MU,3038和2822的同一尺度相应于三维适形计划和4πDCAT。的平均剂量为最桨上在32%(线),70%(食道),2.8%(肺)和42.4%(胃)被大大降低。结论:在这项研究的初步结果表明,该4πDCAT处理技术可以达到更好的OAR保护,并降低万亩,这表明发达的技术,有望实现高剂量SBRT减少二次癌症的风险。

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