Title :
A versatile approach for Monte Carlo simulation of tomographic systems
Author :
Popescu, Lucretiu M. ; Lewitt, Robert M.
Author_Institution :
Dept. of Radiol., Pennsylvania Univ., Philadelphia, PA, USA
Abstract :
In this paper we present the design principles and the main features of a new Monte Carlo simulation code for tomography that, through a modular object oriented approach, maintains the efficiency of specialized solutions while incorporating features common to general Monte Carlo particle transport simulation packages such as the presence of a comprehensive geometrical modeling subsystem. The simulation of photon history through a heterogeneous medium is treated as a distinct case of particle transport, rather than a geometrical representation problem, leading to efficient tracing through voxel-based anthropomorphic phantoms. The approach is general and flexible allowing for a mixed voxel and surface based representation of the attenuation distribution (similarly for the activity distribution). Various variance reduction techniques are introduced.
Keywords :
Monte Carlo methods; biomedical imaging; medical computing; phantoms; positron emission tomography; Monte Carlo particle transport simulation packages; Monte Carlo simulation code; PET; activity distribution; attenuation distribution; comprehensive geometrical modeling subsystem; diagnostic imaging applications; heterogeneous medium; mixed voxel; modular object oriented approach; photon history; positron emission tomography; surface based representation; variance reduction techniques; voxel-based anthropomorphic phantoms; Anthropomorphism; Attenuation; History; Imaging phantoms; Monte Carlo methods; Object oriented modeling; Packaging; Solid modeling; Surface treatment; Tomography;
Conference_Titel :
Nuclear Science Symposium Conference Record, 2003 IEEE
Print_ISBN :
0-7803-8257-9
DOI :
10.1109/NSSMIC.2003.1352464