• DocumentCode
    3548460
  • Title

    OSEM-3D reconstruction strategies for the ECAT HRRT

  • Author

    Comtat, C. ; Bataille, F. ; Michel, C. ; Jones, J.P. ; Sibomana, M. ; Janeiro, L. ; Trébossen, R.

  • Author_Institution
    Frederic Joliot Hosp. Facility, Orsay, France
  • Volume
    6
  • fYear
    2004
  • fDate
    16-22 Oct. 2004
  • Firstpage
    3492
  • Abstract
    High spatial resolution dynamic brain PET imaging with the ECAT HRRT scanner with short frame durations is characterized by very few counts per sinogram bin due to the small size of the crystal surface. The use of various weighting schemes for OSEM-3D can result in significantly different results. In particular, the correction for random and scattered coincidences prior to the reconstruction can lead to a systematic positive bias in the reconstructed image. We show that the use of Ordinary Poisson OSEM-3D, where all corrections are applied during the iterative steps, allows to avoid this bias without compromising spatial resolution, at a price of a lower convergence rate.
  • Keywords
    Poisson distribution; brain; convergence of numerical methods; image reconstruction; image resolution; image scanners; iterative methods; medical image processing; optimisation; positron emission tomography; ECAT HRRT scanner; High Resolution Reserach Tomograph; OSEM-3D reconstruction; Ordinary Poisson OSEM-3D; convergence rate; crystal surface; high spatial resolution dynamic brain PET imaging; image reconstruction; iterative step; ordered subset expectation maximization; Delay; Detectors; Head; High-resolution imaging; Image reconstruction; Positron emission tomography; Probability; Scattering; Spatial resolution; Technological innovation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nuclear Science Symposium Conference Record, 2004 IEEE
  • ISSN
    1082-3654
  • Print_ISBN
    0-7803-8700-7
  • Electronic_ISBN
    1082-3654
  • Type

    conf

  • DOI
    10.1109/NSSMIC.2004.1466639
  • Filename
    1466639