• 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