A GPU-based Monte Carlo dose calculation code for photon transport in a voxel phantom
Creators
- 1. Instituto de Pesquisas Energeticas e Nucleares / CNEN, Av. Lineu Prestes 2242, Cidade Universitaria, 05508-000 Sao Paulo (Brazil)
Description
As the most accurate method to estimate absorbed dose in radiotherapy, Monte Carlo method has been widely used in radiotherapy treatment planning. Nevertheless, its efficiency can be improved for clinical routine applications. In this paper, we present the CUBMC code, a GPU-based Mc photon transport algorithm for dose calculation under the Compute Unified Device Architecture platform. The simulation of physical events is based on the algorithm used in Penelope, and the cross section table used is the one generated by the Material routine, als present in Penelope code. Photons are transported in voxel-based geometries with different compositions. To demonstrate the capabilities of the algorithm developed in the present work four 128 x 128 x 128 voxel phantoms have been considered. One of them is composed by a homogeneous water-based media, the second is composed by bone, the third is composed by lung and the fourth is composed by a heterogeneous bone and vacuum geometry. Simulations were done considering a 6 MeV monoenergetic photon point source. There are two distinct approaches that were used for transport simulation. The first of them forces the photon to stop at every voxel frontier, the second one is the Woodcock method, where the photon stop in the frontier will be considered depending on the material changing across the photon travel line. Dose calculations using these methods are compared for validation with Penelope and MCNP5 codes. Speed-up factors are compared using a NVidia GTX 560-Ti GPU card against a 2.27 GHz Intel Xeon CPU processor. (Author)
Files
45089780.pdf
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Additional details
Publishing Information
- Publisher
- Sociedad Mexicana de Irradiacion y Dosimetria
- Imprint Place
- Mexico, D. F. (Mexico)
- Imprint Pagination
- 14 p.
- Report number
- INIS-MX--2747
Conference
- Title
- 14. International Symposium on Solid State Dosimetry
- Original Conference Title
- 14. Conferencia Internacional sobre Dosimetria de Estado Solido
- Dates
- 13-16 Apr 2014
- Place
- Cusco (Peru)
INIS
- Country of Publication
- Mexico
- Country of Input or Organization
- Mexico
- INIS RN
- 45089780
- Subject category
- S97: MATHEMATICAL METHODS AND COMPUTING;
- Resource subtype / Literary indicator
- Conference
- Descriptors DEI
- ABSORBED RADIATION DOSES; ALGORITHMS; COMPARATIVE EVALUATIONS; COMPUTERIZED SIMULATION; CROSS SECTIONS; DATA; EFFICIENCY; GEOMETRY; LUNGS; MEV RANGE; MONTE CARLO METHOD; PHANTOMS; PHOTON TRANSPORT; PHOTONS; PLANNING; POINT SOURCES; RADIOTHERAPY; SKELETON; VALIDATION; WATER
- Descriptors DEC
- BODY; BOSONS; CALCULATION METHODS; DOSES; ELEMENTARY PARTICLES; ENERGY RANGE; EVALUATION; HYDROGEN COMPOUNDS; INFORMATION; MASSLESS PARTICLES; MATHEMATICAL LOGIC; MATHEMATICS; MEDICINE; MOCKUP; NEUTRAL-PARTICLE TRANSPORT; NUCLEAR MEDICINE; ORGANS; OXYGEN COMPOUNDS; RADIATION DOSES; RADIATION SOURCES; RADIATION TRANSPORT; RADIOLOGY; RESPIRATORY SYSTEM; SIMULATION; STRUCTURAL MODELS; TESTING; THERAPY
Optional Information
- Funding organization
- Organizacion Panamericana de la Salud, Washington D. C. (United States); Universidad Nacional de San Antonio de Abad del Cusco, Cusco (Peru); Instituto Peruano de Energia Nuclear, Lima (Peru); Elekta AB (Sweden); RadPro International GmbH (Germany); ThermoFisher Scientific, Inc. (United States); Varian Medical Systems (United States)