Fast Monte Carlo calculation of scatter corrections for CBCT images

被引:43
作者
Mainegra-Hing, Ernesto [1 ]
Kawrakow, Iwan [1 ]
机构
[1] Natl Res Council Canada, Ottawa, ON K1A 0R6, Canada
来源
INTERNATIONAL WORKSHOP ON MONTE CARLO TECHNIQUES IN RADIOTHERAPY DELIVERY AND VERIFICATION - THIRD MCGILL INTERNATIONAL WORKSHOP | 2008年 / 102卷
关键词
D O I
10.1088/1742-6596/102/1/012017
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
A very fast Monte Carlo algorithm for the calculation of the scatter contribution in cone beam computed tomography, implemented within the EGSnrc framework, is presented. Based on the combination of several variance reduction techniques, an efficiency improvement of three orders of magnitude over an analog simulation is obtained. A denoising algorithm applied to the computed scatter distribution is shown to further increase the efficiency of the calculation by about a factor of 10. An iterative scatter correction algorithm is proposed and its feasibility is demonstrated on three different phantoms.
引用
收藏
页数:6
相关论文
共 7 条
[1]  
[Anonymous], PIRS898 NAT RES COUN
[2]   PRACTICAL CONE-BEAM ALGORITHM [J].
FELDKAMP, LA ;
DAVIS, LC ;
KRESS, JW .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1984, 1 (06) :612-619
[3]   Characterization of scattered radiation in kV CBCT images using Monte Carlo simulations [J].
Jarry, Genevieve ;
Graham, Sean A. ;
Moseley, Douglas J. ;
Jaffray, David J. ;
Siewerdsen, Jeffrey H. ;
Verhaegen, Frank .
MEDICAL PHYSICS, 2006, 33 (11) :4320-4329
[4]   Accurate condensed history Monte Carlo simulation of electron transport. I. EGSnrc, the new EGS4 version [J].
Kawrakow, I .
MEDICAL PHYSICS, 2000, 27 (03) :485-498
[5]   On the de-noising of Monte Carlo calculated dose distributions [J].
Kawrakow, I .
PHYSICS IN MEDICINE AND BIOLOGY, 2002, 47 (17) :3087-3103
[6]   On the accuracy of techniques for obtaining the calibration coefficient NK of 192Ir HDR brachytherapy sources [J].
Mainegra-Hing, Ernesto ;
Rogers, D. W. O. .
MEDICAL PHYSICS, 2006, 33 (09) :3340-3347
[7]   X-ray scatter correction algorithm for cone beam CT imaging [J].
Ning, R ;
Tang, XY ;
Conover, D .
MEDICAL PHYSICS, 2004, 31 (05) :1195-1202