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pGPUMCD: an efficient GPU-based Monte Carlo code for accurate proton dose calculations.
Maneval, Daniel; Ozell, Benoît; Després, Philippe.
Affiliation
  • Maneval D; Département de physique, de génie physique et d'optique et Centre de recherche sur le cancer, Université Laval, Québec (Québec), G1R 0A6, Canada. Département de radio-oncologie et Centre de recherche du CHU de Québec-Université Laval, Québec (Québec), G1R 2J6, Canada.
Phys Med Biol ; 64(8): 085018, 2019 04 12.
Article in En | MEDLINE | ID: mdl-30844777
ABSTRACT
In proton therapy, Monte Carlo simulations are desirable to accurately predict the delivered dose. This paper introduces and benchmarks pGPUMCD, a GPU-based Monte Carlo code implementing the physical processes required for proton therapy applications. In pGPUMCD, the proton transport is carried out in a voxelized geometry with a class II condensed history scheme. For this purpose, the equivalent restricted stopping power formalism (L eq formalism), the Fermi-Eyges scattering theory and the discrete electromagnetic/nuclear interactions were considered. pGPUMCD was compared to Geant4 in a validation study where the physical processes were validated one after the other. Dose differences between pGPUMCD and Geant4 were smaller than 1% in the Bragg peak region and up to 3% in its distal fall-off. Moreover, a voxelwise dose difference below 1% was observed for 99.5% of calculation positions. The pGPUMCD 80% falloff positions matched with those of Geant4 within 0.1%. The pGPUMCD computation times were inversely proportional to the voxel size, with one million protons transported in less than 0.5 s with [Formula see text] mm3 voxels. pGPUMCD, based on the L eq formalism variance reduction technique, is therefore an attractive candidate for integration in a clinical treatment planning system.
Subject(s)

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Radiotherapy Planning, Computer-Assisted / Software / Proton Therapy Type of study: Health_economic_evaluation / Prognostic_studies Limits: Humans Language: En Journal: Phys Med Biol Year: 2019 Type: Article Affiliation country: Canada

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Radiotherapy Planning, Computer-Assisted / Software / Proton Therapy Type of study: Health_economic_evaluation / Prognostic_studies Limits: Humans Language: En Journal: Phys Med Biol Year: 2019 Type: Article Affiliation country: Canada