Development and application of a GPU-based fast electron-photon coupled Monte Carlo code for radiation therapy

Loading...
Thumbnail Image

Authors

ORCID

Issue Date

Type

Electronic thesis
Thesis

Language

ENG

Degree

PhD

Research Projects

Organizational Units

Journal Issue

Alternative Title

Abstract

The benchmark results showed good agreement between ARCHER and EGSnrc. For clinical cases, with the 2%/2mm criteria, the gamma test passing rates for the prostate, lung case and head & neck cases are 99.7%, 98.5% and 97.2%, respectively. Meanwhile, ARCHER achieved a fast speed for PSF-based dose calculations. With a single M2090 card, the simulations took about 60, 50, 80 seconds for three cases, respectively, with 1% statistical error in the PTV. Using the latest K40 GPU card, the simulation times were further reduced by 1.7-1.8. When six M2090 cards were used, the total computing time was 8.9-13.4 seconds. For comparison, the same simulations on Intel E5-2620 (12 hyper-threads) cost about 500~800 seconds. In conclu-sion, ARCHER for RT was developed successfully to perform fast and accurate MC dose calculation for radiotherapy using PSFs and patient CT phantoms.

Description

December 2014
School of Engineering

Full Citation

Publisher

Rensselaer Polytechnic Institute, Troy, NY

Terms of Use

Journal

Volume

Issue

PubMed ID

DOI

ISSN

EISSN

Endorsement

Review

Supplemented By

Referenced By