DocumentCode :
2047812
Title :
Distributed Monte Carlo simulation of light transportation in tissue
Author :
Page, Andrew J. ; Coyle, Shirley ; Keane, Thomas M. ; Naughton, Thomas J. ; Markham, Charles ; Ward, Tomás
Author_Institution :
Dept. of Comput. Sci., National Univ. of Ireland, Kildare
fYear :
2006
fDate :
25-29 April 2006
Abstract :
A distributed Monte Carlo simulation which models the propagation of light through tissue has been developed. It allows for improved calibration of medical imaging devices for investigating tissue oxygenation in the white matter of the cerebral cortex. The application can distribute the simulation over an unbounded number of processors in parallel. We have found that this application is highly parallelisable resulting in up to 91% efficiency at 60 processors running on a homogeneous Java distributed system. A distributed system with 150 heterogeneous processors was used to simulate the paths of photons in a brain tissue model. We found that the source illumination footprint has an effect on the distribution of photons in the head and that lasers do produce a small beam in a highly scattering medium. This application will help researchers to improve the accuracy of their experiments
Keywords :
Java; Monte Carlo methods; biological tissues; brain models; medical computing; parallel processing; photons; brain tissue model; cerebral cortex; distributed Monte Carlo simulation; heterogeneous processor; homogeneous Java distributed system; light tissue transportation; medical imaging device; parallel processor; photons; tissue oxygenation; Biomedical imaging; Brain modeling; Calibration; Cerebral cortex; Head; Java; Lighting; Medical simulation; Optical propagation; Road transportation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Parallel and Distributed Processing Symposium, 2006. IPDPS 2006. 20th International
Conference_Location :
Rhodes Island
Print_ISBN :
1-4244-0054-6
Type :
conf
DOI :
10.1109/IPDPS.2006.1639511
Filename :
1639511
Link To Document :
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