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A parallel Monte Carlo code for planar and SPECT imaging: implementation, verification and applications in I-131 SPECT

Författare:
  • YK Dewaraja
  • Michael Ljungberg
  • A Majumdar
  • A Bose
  • KF Koral
Publiceringsår: 2002
Språk: Engelska
Sidor: 115-124
Publikation/Tidskrift/Serie: Computer Methods and Programs in Biomedicine
Volym: 67
Nummer: 2
Dokumenttyp: Artikel i tidskrift
Förlag: Elsevier

Abstract english

This paper reports the implementation of the SIMIND Monte Carlo code on an IBM SP2 distributed memory parallel computer. Basic aspects of running Monte Carlo particle transport calculations on parallel architectures are described. Our parallelization is based on equally partitioning photons among the processors and uses the Message Passing Interface (MPI) library for interprocessor communication and the Scalable Parallel Random Number Generator (SPRNG) to generate uncorrelated random number streams. These parallelization techniques are also applicable to other distributed memory architectures. A linear increase in computing speed with the number of processors is demonstrated for Lip to 32 processors. This speed-up is especially significant in Single Photon Emission Computed Tomography (SPECT) simulations involving higher energy photon emitters, where explicit modeling of the phantom and collimator is required. For I-131, the accuracy of the parallel code is demonstrated by comparing simulated and experimental SPECT images from a heart/thorax phantom. Clinically realistic SPECT simulations using the voxel-man phantom are carried out to assess scatter and attenuation correction.

Keywords

  • Radiology, Nuclear Medicine and Medical Imaging
  • parallel computing
  • Monte Carlo
  • SPECT
  • I-131 imaging

Other

Published
  • ISSN: 0169-2607
Michael Ljungberg
E-post: michael [dot] ljungberg [at] med [dot] lu [dot] se

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Medicinsk strålningsfysik, Lund

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Avdelningsföreståndare

Medicinsk strålningsfysik, Lund

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Projektledare

Nuclear Medicine Physics

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