Cotrutz Cristian, Xing Lei
Department of Radiation Oncology, Stanford University School of Medicine, CA 94305-5304, USA.
Phys Med Biol. 2002 May 21;47(10):1659-69. doi: 10.1088/0031-9155/47/10/304.
Intensity modulated radiation therapy (IMRT) inverse planning is usually performed by pre-selecting parameters such as beam modality, beam configuration and importance factors and then optimizing the fluence profiles or beamlet weights. In reality, the IMRT dose optimization problem may be ill-conditioned and there may not be a physical solution to account for the chosen parameters and constraints. Planner intervention is often required to conduct a multiple trial-and-error process where several parameters are sequentially varied until an acceptable compromise is achieved. The resulting solution reflects a balance between the conflicting requirements of the target and the sensitive structures. A major problem of the conventional inverse planning formalism is that there exists no effective mechanism for a planner to fine-tune the dose distribution on a local level or to differentially modify the dose-volume histograms (DVHs) of the involved structures. In this paper we introduce a new inverse planning scheme with voxel-dependent importance factors and demonstrate that it provides us with an effective link between the system parameters and the dosimetric behaviour at a local level. The planning proceeds in two steps. After a conventional trial-and-error inverse planning procedure is completed, we identify the dose interval at which the fractional volume on the DVH curve needs to be changed. The voxels that receive dose in the selected range are then located and their voxel-dependent importance factors are adjusted accordingly. The fine-tuning of the DVHs is iterative in nature and, using widely available computer graphic software tools, the process can be made graphically interactive. The new IMRT planning scheme is applied to two test cases and the results indicate that our control over the differential shapes of the DVHs of the involved structures is,greatly enhanced. Thus the technique may have significant practical implications in facilitating the IMRT treatment planning process.
调强放射治疗(IMRT)逆向计划通常通过预先选择诸如射束模态、射束配置和重要性因子等参数,然后优化注量分布或子野权重来进行。实际上,IMRT剂量优化问题可能是病态的,可能不存在考虑所选参数和约束的物理解决方案。计划者通常需要进行多次试错过程,在此过程中依次改变几个参数,直到达成可接受的折衷方案。所得解决方案反映了靶区和敏感结构相互冲突的要求之间的平衡。传统逆向计划形式主义的一个主要问题是,不存在有效的机制让计划者在局部层面微调剂量分布或差异化修改相关结构的剂量体积直方图(DVH)。在本文中,我们引入了一种具有体素相关重要性因子的新逆向计划方案,并证明它为我们提供了系统参数与局部层面剂量学行为之间的有效联系。计划分两步进行。在完成传统的试错逆向计划程序后,我们确定DVH曲线上需要改变分数体积的剂量区间。然后定位在选定范围内接受剂量的体素,并相应地调整它们的体素相关重要性因子。DVH的微调本质上是迭代的,并且使用广泛可用的计算机图形软件工具,该过程可以实现图形交互。新的IMRT计划方案应用于两个测试案例,结果表明我们对相关结构DVH的差异形状的控制得到了极大增强。因此,该技术在促进IMRT治疗计划过程中可能具有重大的实际意义。