Validation of GPU-accelerated superposition-convolution dose computations for the Small Animal Radiation Research Platform

被引:16
作者
Cho, Nathan [1 ]
Tsiamas, Panagiotis [2 ,3 ]
Velarde, Esteban [4 ]
Tryggestad, Erik [4 ]
Jacques, Robert [1 ]
Berbeco, Ross [2 ,3 ]
McNutt, Todd [4 ]
Kazanzides, Peter [1 ]
Wong, John [4 ]
机构
[1] Johns Hopkins Univ, Dept Comp Sci, Baltimore, MD 21218 USA
[2] Brigham & Womens Hosp, Dana Farber Canc Inst, Dept Radiat Oncol, 75 Francis St, Boston, MA 02115 USA
[3] Harvard Med Sch, Boston, MA 02215 USA
[4] Johns Hopkins Univ, Dept Radiat Oncol & Mol Radiat Sci, Baltimore, MD 21287 USA
关键词
dosimetric validation; small animal radiotherapy; superposition-convolution; EBT2;
D O I
10.1002/mp.12862
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
PurposeThe Small Animal Radiation Research Platform (SARRP) has been developed for conformal microirradiation with on-board cone beam CT (CBCT) guidance. The graphics processing unit (GPU)-accelerated Superposition-Convolution (SC) method for dose computation has been integrated into the treatment planning system (TPS) for SARRP. This paper describes the validation of the SC method for the kilovoltage energy by comparing with EBT2 film measurements and Monte Carlo (MC) simulations. MethodsMC data were simulated by EGSnrc code with 3 x 10(8)-1.5 x 10(9) histories, while 21 photon energy bins were used to model the 220 kVp x-rays in the SC method. Various types of phantoms including plastic water, cork, graphite, and aluminum were used to encompass the range of densities of mouse organs. For the comparison, percentage depth dose (PDD) of SC, MC, and film measurements were analyzed. Cross beam (x,y) dosimetric profiles of SC and film measurements are also presented. Correction factors (CFz) to convert SC to MC dose-to-medium are derived from the SC and MC simulations in homogeneous phantoms of aluminum and graphite to improve the estimation. ResultsThe SC method produces dose values that are within 5% of film measurements and MC simulations in the flat regions of the profile. The dose is less accurate at the edges, due to factors such as geometric uncertainties of film placement and difference in dose calculation grids. ConclusionThe GPU-accelerated Superposition-Convolution dose computation method was successfully validated with EBT2 film measurements and MC calculations. The SC method offers much faster computation speed than MC and provides calculations of both dose-to-water in medium and dose-to-medium in medium.
引用
收藏
页码:2252 / 2265
页数:14
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