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一种基于DICOM-RT的非刚性4D剂量计算工具箱设计。

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

作者信息

Wong Victy Y W, Baker Colin R, Leung T W, Tung Stewart Y

机构信息

Queen Mary Hospital.

出版信息

J Appl Clin Med Phys. 2016 Mar 8;17(2):99-111. doi: 10.1120/jacmp.v17i2.5935.

Abstract

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.

摘要

本研究旨在介绍一种基于DICOM-RT的工具箱设计,以促进基于可变形体素剂量配准的4D剂量计算。该研究明确讨论了工具箱的计算结构和计算算法。该工具箱是用MATLAB结合CERR编写的。它由五个主要功能组成,即a)导入基于DICOM-RT的3D剂量计划,b)可变形图像配准,c)在呼吸周期中跟踪体素剂量,d)呈现不同时间阶段的时间剂量分布,以及e)推导4D剂量。在回顾性研究基础上,通过九个临床病例验证了该工具箱在临床应用中的有效性。用27次应用测试了该工具箱的逻辑性和稳健性,结果显示成功,未遇到计算错误。在该研究中,评估了作为吸气末、呼气末和肿瘤平均位置处的计划CT的函数的累积剂量覆盖情况。结果表明,大多数病例(67%)在肿瘤时间平均位置处的计划CT时实现了最大靶区覆盖,在呼气末位置处为56%。与文献相当的结果表明,所研究的工具箱对于4D剂量计算是可靠的。作者建议,通过适当应用,使用可变形配准的4D剂量计算可为移动靶治疗提供更好的剂量评估。

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