Validation of a new grid-based Boltzmann equation solver for dose calculation in radiotherapy with photon beams

被引:252
作者
Vassiliev, Oleg N. [1 ,2 ]
Wareing, Todd A.
McGhee, John
Failla, Gregory
Salehpour, Mohammad R. [1 ]
Mourtada, Firas [1 ]
机构
[1] MD Anderson Canc Ctr, Dept Radiat Phys, Houston, TX 77030 USA
[2] Transpire Inc, Gig Harbor, WA 98335 USA
关键词
NEUTRON-CAPTURE THERAPY; MONTE-CARLO SIMULATIONS; RADIATIVE TRANSPORT; CODE; OPTIMIZATION; VERIFICATION; ACCELERATOR; ALGORITHM; MODEL; HEAD;
D O I
10.1088/0031-9155/55/3/002
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
A new grid-based Boltzmann equation solver, Acuros (TM), was developed specifically for performing accurate and rapid radiotherapy dose calculations. In this study we benchmarked its performance against Monte Carlo for 6 and 18 MV photon beams in heterogeneous media. Acuros solves the coupled Boltzmann transport equations for neutral and charged particles on a locally adaptive Cartesian grid. The Acuros solver is an optimized rewrite of the general purpose Attila (c) software, and for comparable accuracy levels, it is roughly an order of magnitude faster than Attila. Comparisons were made between Monte Carlo (EGSnrc) and Acuros for 6 and 18 MV photon beams impinging on a slab phantom comprising tissue, bone and lung materials. To provide an accurate reference solution, Monte Carlo simulations were run to a tight statistical uncertainty (sigma approximate to 0.1%) and fine resolution (1-2 mm). Acuros results were output on a 2 mm cubic voxel grid encompassing the entire phantom. Comparisons were also made for a breast treatment plan on an anthropomorphic phantom. For the slab phantom in regions where the dose exceeded 10% of the maximum dose, agreement between Acuros and Monte Carlo was within 2% of the local dose or 1 mm distance to agreement. For the breast case, agreement was within 2% of local dose or 2 mm distance to agreement in 99.9% of voxels where the dose exceeded 10% of the prescription dose. Elsewhere, in low dose regions, agreement for all cases was within 1% of the maximum dose. Since all Acuros calculations required less than 5 min on a dual-core two-processor workstation, it is efficient enough for routine clinical use. Additionally, since Acuros calculation times are only weakly dependent on the number of beams, Acuros may ideally be suited to arc therapies, where current clinical algorithms may incur long calculation times.
引用
收藏
页码:581 / 598
页数:18
相关论文
共 46 条
[1]  
*AAPM, 2004, 85 AAPM
[2]   GEANT4-a simulation toolkit [J].
Agostinelli, S ;
Allison, J ;
Amako, K ;
Apostolakis, J ;
Araujo, H ;
Arce, P ;
Asai, M ;
Axen, D ;
Banerjee, S ;
Barrand, G ;
Behner, F ;
Bellagamba, L ;
Boudreau, J ;
Broglia, L ;
Brunengo, A ;
Burkhardt, H ;
Chauvie, S ;
Chuma, J ;
Chytracek, R ;
Cooperman, G ;
Cosmo, G ;
Degtyarenko, P ;
Dell'Acqua, A ;
Depaola, G ;
Dietrich, D ;
Enami, R ;
Feliciello, A ;
Ferguson, C ;
Fesefeldt, H ;
Folger, G ;
Foppiano, F ;
Forti, A ;
Garelli, S ;
Giani, S ;
Giannitrapani, R ;
Gibin, D ;
Cadenas, JJG ;
González, I ;
Abril, GG ;
Greeniaus, G ;
Greiner, W ;
Grichine, V ;
Grossheim, A ;
Guatelli, S ;
Gumplinger, P ;
Hamatsu, R ;
Hashimoto, K ;
Hasui, H ;
Heikkinen, A ;
Howard, A .
NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2003, 506 (03) :250-303
[3]   The impact of electron transport on the accuracy of computed dose [J].
Arnfield, MR ;
Siantar, CH ;
Siebers, J ;
Garmon, P ;
Cox, L ;
Mohan, R .
MEDICAL PHYSICS, 2000, 27 (06) :1266-1274
[4]   Radiation transport analyses for IFMIF design by the Attila software using a Monte-Carlo source model [J].
Arter, W. ;
Loughlin, M. J. .
FUSION ENGINEERING AND DESIGN, 2009, 84 (01) :89-96
[5]   PENELOPE - AN ALGORITHM FOR MONTE-CARLO SIMULATION OF THE PENETRATION AND ENERGY-LOSS OF ELECTRONS AND POSITRONS IN MATTER [J].
BARO, J ;
SEMPAU, J ;
FERNANDEZVAREA, JM ;
SALVAT, F .
NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION B-BEAM INTERACTIONS WITH MATERIALS AND ATOMS, 1995, 100 (01) :31-46
[6]   IMRT head and neck treatment planning with a commercially available Monte Carlo based planning system [J].
Boudreau, C ;
Heath, E ;
Seuntjens, J ;
Ballivy, O ;
Parker, W .
PHYSICS IN MEDICINE AND BIOLOGY, 2005, 50 (05) :879-890
[7]   Report of the AAPM Task Group No. 105: Issues associated with clinical implementation of Monte Carlo-based photon and electron external beam treatment planning [J].
Chetty, Indrin J. ;
Curran, Bruce ;
Cygler, Joanna E. ;
DeMarco, John J. ;
Ezzell, Gary ;
Faddegon, Bruce A. ;
Kawrakow, Iwan ;
Keall, Paul J. ;
Liu, Helen ;
Ma, C. -M. Charlie ;
Rogers, D. W. O. ;
Seuntjens, Jan ;
Sheikh-Bagheri, Daryoush ;
Siebers, Jeffrey V. .
MEDICAL PHYSICS, 2007, 34 (12) :4818-4853
[8]   Reference photon dosimetry data and reference phase space data for the 6 MV photon beam from Varian Clinac 2100 series linear accelerators [J].
Cho, SH ;
Vassiliev, ON ;
Lee, S ;
Liu, HH .
MEDICAL PHYSICS, 2005, 32 (01) :137-148
[9]   Two-dimensional discrete ordinates photon transport calculations for brachytherapy dosimetry applications [J].
Daskalov, GM ;
Baker, RS ;
Little, RC ;
Rogers, DWO ;
Williamson, JF .
NUCLEAR SCIENCE AND ENGINEERING, 2000, 134 (02) :121-134
[10]   Dosimetric modeling of the microselectron high-dose rate 192Ir source by the multigroup discrete ordinates method [J].
Daskalov, GM ;
Baker, RS ;
Rogers, DWO ;
Williamson, JF .
MEDICAL PHYSICS, 2000, 27 (10) :2307-2319