Adaptive beamlet-based finite-size pencil beam dose calculation for independent verification of IMRT and VMAT

被引:3
|
作者
Park, Justin C. [1 ]
Li, Jonathan G. [1 ]
Arhjoul, Lahcen [1 ]
Yan, Guanghua [1 ]
Lu, Bo [1 ]
Fan, Qiyong [1 ]
Liu, Chihray [1 ]
机构
[1] Univ Florida, Dept Radiat Oncol, Gainesville, FL 32610 USA
关键词
pencil beam; finite-size pencil beam dose calculation; dose calculation; IMRT; VMAT; quality assurance; MODULATED ARC THERAPY; 3-DIMENSIONAL CONFORMAL RADIATION; MONITOR UNIT CALCULATION; FRACTION ORGAN MOTION; MULTILEAF COLLIMATOR; COMPUTED-TOMOGRAPHY; CALCULATION ENGINE; QUALITY-ASSURANCE; RADIOTHERAPY; OPTIMIZATION;
D O I
10.1118/1.4914858
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
Purpose: The use of sophisticated dose calculation procedure in modern radiation therapy treatment planning is inevitable in order to account for complex treatment fields created by multileaf collimators (MLCs). As a consequence, independent volumetric dose verification is time consuming, which affects the efficiency of clinical workflow. In this study, the authors present an efficient adaptive beamlet-based finite-size pencil beam (AB-FSPB) dose calculation algorithm that minimizes the computational procedure while preserving the accuracy. Methods: The computational time of finite-size pencil beam (FSPB) algorithm is proportional to the number of infinitesimal and identical beamlets that constitute an arbitrary field shape. In AB-FSPB, dose distribution from each beamlet is mathematically modeled such that the sizes of beamlets to represent an arbitrary field shape no longer need to be infinitesimal nor identical. As a result, it is possible to represent an arbitrary field shape with combinations of different sized and minimal number of beamlets. In addition, the authors included the model parameters to consider MLC for its rounded edge and transmission. Results: Root mean square error (RMSE) between treatment planning system and conventional FSPB on a 10x10 cm(2) square field using 10x10, 2.5x2.5, and 0.5x0.5 cm(2) beamlet sizes were 4.90%, 3.19%, and 2.87%, respectively, compared with RMSE of 1.10%, 1.11%, and 1.14% for AB-FSPB. This finding holds true for a larger square field size of 25x25 cm(2), where RMSE for 25x25, 2.5x2.5, and 0.5x0.5 cm(2) beamlet sizes were 5.41%, 4.76%, and 3.54% in FSPB, respectively, compared with RMSE of 0.86%, 0.83%, and 0.88% for AB-FSPB. It was found that AB-FSPB could successfully account for the MLC transmissions without major discrepancy. The algorithm was also graphical processing unit (GPU) compatible to maximize its computational speed. For an intensity modulated radiation therapy (similar to 12 segments) and a volumetric modulated arc therapy fields (similar to 90 control points) with a 3D grid size of 2.0x2.0x2.0 mm(3), dose was computed within 3-5 and 10-15 s timeframe, respectively. Conclusions: The authors have developed an efficient adaptive beamlet-based pencil beam dose calculation algorithm. The fast computation nature along with GPU compatibility has shown better performance than conventional FSPB. This enables the implementation of AB-FSPB in the clinical environment for independent volumetric dose verification. (C) 2015 American Association of Physicists in Medicine.
引用
收藏
页码:1836 / 1850
页数:15
相关论文
共 38 条
  • [1] Adaptive-Beamlet Based Finite Size Pencil Beam (AB-FSPB) Dose Calculation Algorithm for Independent Verification of IMRT and VMAT
    Park, C.
    Arhjoul, L.
    Yan, G.
    Lu, B.
    Li, J.
    Liu, C.
    MEDICAL PHYSICS, 2014, 41 (06) : 568 - +
  • [2] An Accurate and Efficient Finite-size Pencil Beam Based Dose Calculation Engine for Online Adaptive IMRT Replanning
    Gu, X.
    Jelen, U.
    Men, C.
    Jia, X.
    Jiang, S. B.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2010, 78 (03): : S187 - S188
  • [3] An Accurate and Efficient Finite-Size Pencil Beam Based Dose Calculation Engine for Online Adaptive IMRT Replanning
    Gu, X.
    Jelen, U.
    Men, C.
    Jia, X.
    Jiang, S.
    MEDICAL PHYSICS, 2010, 37 (06)
  • [4] A finite size pencil beam for IMRT dose optimization
    Jelen, U
    Söhn, M
    Alber, M
    PHYSICS IN MEDICINE AND BIOLOGY, 2005, 50 (08): : 1747 - 1766
  • [5] Monte Carlo Finite-Size Pencil Beam Dose Calculation Engine for Accurate Radiotherapy
    Zheng, H.
    Wang, H.
    Cao, R.
    Song, J.
    He, T.
    Wu, Y.
    MEDICAL PHYSICS, 2017, 44 (06) : 2924 - 2924
  • [6] 'A finite size pencil beam for IMRT dose optimization' - a simpler analytical function for the finite size pencil beam kernel
    Lin, H
    Wu, YC
    Chen, YX
    PHYSICS IN MEDICINE AND BIOLOGY, 2006, 51 (06): : L13 - L15
  • [7] Photon Dose Calculation Method Based on Monte Carlo Finite-Size Pencil Beam Model in Accurate Radiotherapy
    Zheng, Huaqing
    Sun, Guangyao
    Li, Gui
    Cao, Ruifen
    Pei, Xi
    Hu, Liqin
    Song, Gang
    Wu, Yican
    COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2013, 14 (05) : 1415 - 1422
  • [8] Monte Carlo Finite-Size Pencil Beam Dose Calculation Method Based on Energy Spectra and Fluence Reconstruction
    Zheng, H.
    Sun, G.
    Li, G.
    Wu, Y.
    MEDICAL PHYSICS, 2011, 38 (06)
  • [9] Refinements of the finite-size pencil beam model of three-dimensional photon dose calculation
    Ostapiak, OZ
    Zhu, Y
    VanDyk, J
    MEDICAL PHYSICS, 1997, 24 (05) : 743 - 750
  • [10] Polar Coordinate Based Pencil Beam Dose Calculation Algorithm for VMAT
    Tseng, W.
    Lu, B.
    MEDICAL PHYSICS, 2021, 48 (06)