A GPU-Based Pencil Beam Algorithm for Dose Calculations in Proton Radiation Therapy

被引:0
|
作者
Kalantzis, Georgios [1 ]
Leventouri, Theodora [1 ]
Tachibana, Hidenobu [2 ]
Shang, Charles [3 ]
机构
[1] Florida Atlantic Univ, Dept Phys, Boca Raton, FL 33431 USA
[2] Natl Canc Ctr Hosp East, Kashiwa, Chiba 2778577, Japan
[3] Lynn Canc Inst, Boca Raton, FL 33486 USA
来源
SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING AND PARALLEL/DISTRIBUTED COMPUTING 2015 | 2016年 / 612卷
关键词
Pencil-beam; Proton therapy; GPU; Dose calculations; TREATMENT PLANNING SYSTEM; ANALYTICAL APPROXIMATION; RADIOTHERAPY; IMPLEMENTATION; DISTRIBUTIONS; GEOMETRY; MODEL;
D O I
10.1007/978-3-319-23509-7_2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Recent developments in radiation therapy have been focused on applications of charged particles, especially-protons. Proton therapy can allow higher dose conformality compared to conventional radiation therapy. Dose calculations have an integral role in the successful application of proton therapy. Over the years several dose calculation methods have been proposed in proton therapy. A common characteristic of all these methods is their extensive computational burden. One way to ameliorate that issue is the parallelization of the algorithm. Graphics processing units (GPUs) have recently been employed to accelerate the proton dose calculation process. Pencil-beam dose calculation algorithms for proton therapy have been widely utilized in clinical routine for treatment planning purposes in most clinical settings, due to their simplicity of calculation scheme and acceptable accuracy. In the current study a GPU-based pencil beam algorithm for dose calculations with protons is proposed. The studies indicated a maximum speedup factor of similar to 127 in a homogeneous phantom.
引用
收藏
页码:17 / 29
页数:13
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