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A design of a DICOM‐RT‐based tool box for nonrigid 4D dose calculation

机译:基于DICOM‐RT的工具箱的设计用于非刚性4D剂量计算

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摘要

The study was aimed to introduce a design of a DICOM‐RT‐based tool box to facilitate 4D dose calculation based on deformable voxel‐dose registration. The computational structure and the calculation algorithm of the tool box were explicitly discussed in the study. The tool box was written in MATLAB in conjunction with CERR. It consists of five main functions which allow a) importation of DICOM‐RT‐based 3D dose plan, b) deformable image registration, c) tracking voxel doses along breathing cycle, d) presentation of temporal dose distribution at different time phase, and e) derivation of 4D dose. The efficacy of using the tool box for clinical application had been verified with nine clinical cases on retrospective‐study basis. The logistic and the robustness of the tool box were tested with 27 applications and the results were shown successful with no computational errors encountered. In the study, the accumulated dose coverage as a function of planning CT taken at end‐inhale, end‐exhale, and mean tumor position were assessed. The results indicated that the majority of the cases (67%) achieved maximum target coverage, while the planning CT was taken at the temporal mean tumor position and 56% at the end‐exhale position. The comparable results to the literature imply that the studied tool box can be reliable for 4D dose calculation. The authors suggest that, with proper application, 4D dose calculation using deformable registration can provide better dose evaluation for treatment with moving target.PACS number(s): 87.55.kh
机译:这项研究旨在介绍一种基于DICOM‐RT的工具箱的设计,以基于可变形体素剂量配准来促进4D剂量计算。在研究中明确讨论了工具箱的计算结构和计算算法。工具箱是在MATLAB中与CERR一起编写的。它包含五个主要功能,这些功能允许a)导入基于DICOM-RT的3D剂量计划,b)变形图像配准,c)沿呼吸周期跟踪体素剂量,d)表示不同时间阶段的时间剂量分布,以及e )推导4D剂量。在回顾性研究的基础上,已对9例临床病例验证了使用工具箱进行临床应用的功效。工具箱的逻辑性和鲁棒性已在27个应用程序中进行了测试,结果显示成功,并且没有遇到计算错误。在这项研究中,评估了吸气末,呼气末和平均肿瘤位置时所累积的剂量覆盖率与计划的CT的关系。结果表明,大多数病例(67%)达到了最大目标覆盖率,而计划性CT扫描在肿瘤的时间平均位置和呼气末位置进行了56%。与文献可比的结果表明,所研究的工具箱对于4D剂量计算可以是可靠的。作者建议,在正确应用的情况下,使用可变形配准的4D剂量计算可以为移动目标的治疗提供更好的剂量评估.PACS数量:87.55.kh

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