Accelerated 3-D Monte Carlo light dosimetry using a graphics processing unit (GPU) cluster

被引:4
|
作者
Lo, William Chun Yip [1 ]
Lilge, Lothar [1 ]
机构
[1] Princess Margaret Hosp, Toronto, ON M5G 2M9, Canada
来源
关键词
graphics processing unit (GPU); GPU cluster; Monte Carlo; inverse problems; photodynamic therapy; treatment planning; simulated annealing; SIMULATED ANNEALING ALGORITHM; INTERSTITIAL PHOTODYNAMIC THERAPY; PROSTATE-CANCER; OPTIMIZATION; BRACHYTHERAPY;
D O I
10.1117/12.871592
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
This paper presents a basic computational framework for real-time, 3-D light dosimetry on graphics processing unit (GPU) clusters. The GPU-based approach offers a direct solution to overcome the long computation time preventing Monte Carlo simulations from being used in complex optimization problems such as treatment planning, particularly if simulated annealing is employed as the optimization algorithm. The current multi-GPU implementation is validated using a commercial light modelling software (ASAP from Breault Research Organization). It also supports the latest Fermi GPU architecture and features an interactive 3-D visualization interface. The software is available for download at http://code.google.com/p/gpu3d.
引用
收藏
页数:10
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