Hitachi, Ltd Energy and Environmental Systems Laboratory, Hitachi-shi, Ibaraki, Japan.
Phys Med Biol. 2011 Mar 7;56(5):1319-28. doi: 10.1088/0031-9155/56/5/006. Epub 2011 Feb 4.
Performance of a treatment planning system is an essential factor in making sophisticated plans. The dose calculation is a major time-consuming process in planning operations. The standard algorithm for proton dose calculations is the pencil beam algorithm which produces relatively accurate results, but is time consuming. In order to shorten the computational time, we have developed a GPU (graphics processing unit)-based pencil beam algorithm. We have implemented this algorithm and calculated dose distributions in the case of a water phantom. The results were compared to those obtained by a traditional method with respect to the computational time and discrepancy between the two methods. The new algorithm shows 5-20 times faster performance using the NVIDIA GeForce GTX 480 card in comparison with the Intel Core-i7 920 processor. The maximum discrepancy of the dose distribution is within 0.2%. Our results show that GPUs are effective for proton dose calculations.
治疗计划系统的性能是制定复杂计划的一个重要因素。剂量计算是计划操作中主要的耗时过程。质子剂量计算的标准算法是笔形束算法,它产生相对准确的结果,但耗时。为了缩短计算时间,我们开发了基于 GPU(图形处理单元)的笔形束算法。我们已经实现了这个算法,并在水模体的情况下计算了剂量分布。结果与传统方法进行了比较,比较了两种方法的计算时间和差异。与英特尔酷睿 i7 920 处理器相比,新算法在 NVIDIA GeForce GTX 480 卡上的性能提高了 5-20 倍。剂量分布的最大差异在 0.2%以内。我们的结果表明,GPU 对于质子剂量计算是有效的。