A vectorized Monte Carlo code for radiotherapy treatment planning dose calculation |
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Authors: | Weng Xuejun Yan Yulong Shu Huazhong Wang Jiawang Jiang Steve B Luo Limin |
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Affiliation: | Laboratory of Image Science and Technology, Department of Biology and Medical Engineering, Southeast University, Nanjing 210096, People's Republic of China. |
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Abstract: | How to speed up Monte Carlo (MC) simulation in dose calculation without losing its intrinsic accuracy is one of the key issues of making a clinical MC dose engine. In this study we intensively investigated a special parallel computation technique, the vectorization technique, to boost simulation efficiency on a personal computer (PC) without extra hardware investment. A MC code, dose planning method (DPM), was extensively modified into a vectorized code, V-DPM, using the streaming single-instruction-multiple-data extension (SSE) parallel computation model. Comparative simulations were conducted for typical simulation cases in both DPM and V-DPM codes. We found that in every case the V-DPM code runs 1.5 times faster than the DPM code with variance of 0.6%. |
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