Development and validation of an open source Monte Carlo dosimetry model for wide-beam CT scanners using Fluka

被引:6
作者
Somasundaram, Elanchezhian [1 ,2 ]
Artz, Nathan S. [1 ]
Brady, Samuel L. [1 ,2 ,3 ]
机构
[1] St Jude Childrens Res Hosp, Dept Diagnost Imaging, 332 N Lauderdale St, Memphis, TN 38105 USA
[2] Cincinnati Childrens Hosp Med Ctr, Dept Radiol, Cincinnati, OH 45229 USA
[3] Univ Cincinnati, Dept Radiol, Cincinnati, OH USA
来源
JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS | 2019年 / 20卷 / 04期
关键词
CT; Fluka; Monte Carlo simulation; organ dosimetry; radiation dose; TOOL;
D O I
10.1002/acm2.12559
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
PurposeDevelopment and validation of an open source Fluka-based Monte Carlo source model for diagnostic patient dose calculations. MethodsA framework to simulate a computed tomography (CT) scanner using Fluka Monte Carlo particle transport code was developed. The General Electric (GE) Revolution scanner with the large body filter and 120kV tube potential was characterized using measurements. The model was validated on benchmark CT test problems and on dose measurements in computed tomography dose index (CTDI) and anthropomorphic phantoms. Axial and helical operation modes with provision for tube current modulation (TCM) were implemented. The particle simulations in Fluka were accelerated by executing them on a high-performance computing cluster. ResultsThe simulation results agreed to better than an average of 4% of the reference simulation results from the AAPM Report 195 test scenarios, namely: better than 2% for both test problems in case 4 using the PMMA phantom, and better than 5% of the reference result for 14 of 17 organs in case 5, and within 10% for the three remaining organs. The Fluka simulation results agreed to better than 2% of the air kerma measured in-air at isocenter of the GE Revolution scanner. The simulated air kerma in the center of the CTDI phantom overestimated the measurement by 7.5% and a correction factor was introduced to account for this. The simulated mean absorbed doses for a chest scan of the pediatric anthropomorphic phantom was completed in similar to 9min and agreed to within the 95% CI for bone, soft tissue, and lung measurements made using MOSFET detectors for fixed current axial and helical scans as well as helical scan with TCM. ConclusionA Fluka-based Monte Carlo simulation model of axial and helical acquisition techniques using a wide-beam collimation CT scanner demonstrated good agreement between measured and simulated results for both fixed current and TCM in complex and simple geometries. Code and dataset will be made available at .
引用
收藏
页码:132 / 147
页数:16
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