Niemierko A, Goitein M
Department of Medical Physics, Maria Sklodowska-Curie Institute, Warsaw, Poland.
Med Phys. 1989 May-Jun;16(3):357-66. doi: 10.1118/1.596425.
Planning radiation therapy using three-dimensional patient data is a very time consuming process with current hardware and software. When calculating a three-dimensional dose distribution, the standard technique is to cover the volume of interest with a uniformly spaced matrix of points at which the dose is calculated. It is obvious that the dose is usually quite slowly varying in a large proportion of the region of interest; namely, in those regions which are either well inside or well outside the geometrical boundaries of the field. We have developed an algorithm which allows us to reduce the number of calculation points, and hence the time of calculation of the entire dose distribution, manyfold. We use a nonuniform grid of calculated points, based on the fact that the only regions which are troublesome for accurate dose interpolation are those in which large values of the second derivative of the dose as a function of position occur. We demonstrate that, at most grid points, the dose can be determined without decreasing accuracy below acceptable limits by simple linear interpolation between grid points much further apart than is usual in conventional techniques. We investigated our algorithm for one-, two-, and three-dimensional examples and for Co-60, 25-MV photon, and 160-MV proton beams. In situations for which an accuracy of about 1% in dose and 1.6 mm in position was desired, we found gain factors for the number of points needing direct calculation of approximately 3 (one-dimension), 6 to 10 (two-dimensions) and 16 (three-dimensions).
使用当前的硬件和软件,利用三维患者数据规划放射治疗是一个非常耗时的过程。在计算三维剂量分布时,标准技术是用一个均匀间隔的点矩阵覆盖感兴趣的体积,并在这些点上计算剂量。很明显,在大部分感兴趣区域中,剂量通常变化相当缓慢;也就是说,在那些要么位于射野几何边界内部很远,要么位于其外部很远的区域。我们开发了一种算法,它能让我们将计算点的数量减少,从而将整个剂量分布的计算时间减少很多倍。我们基于这样一个事实使用计算点的非均匀网格:对于准确的剂量插值来说,唯一麻烦的区域是那些剂量作为位置函数的二阶导数出现大值的区域。我们证明,在大多数网格点处,通过比传统技术中通常使用的点间距大得多的网格点之间的简单线性插值,可以确定剂量,而不会使精度降低到可接受限度以下。我们针对一维、二维和三维示例以及钴 -60、25兆伏光子和160兆伏质子束研究了我们的算法。在期望剂量精度约为1%且位置精度约为1.6毫米的情况下,我们发现需要直接计算的点数的增益因子在一维情况下约为3,二维情况下为6至10,三维情况下为16。