• DocumentCode
    1763465
  • Title

    Reducing Multiplexing Artifacts in Multi-Pinhole SPECT With a Stacked Silicon-Germanium System: A Simulation Study

  • Author

    Johnson, Lindsay C. ; Shokouhi, Sepideh ; Peterson, Todd E.

  • Author_Institution
    Dept. of Radiol. & Radiol. Sci., Vanderbilt Univ., Nashville, TN, USA
  • Volume
    33
  • Issue
    12
  • fYear
    2014
  • fDate
    Dec. 2014
  • Firstpage
    2342
  • Lastpage
    2351
  • Abstract
    In pinhole single photon emission computed tomography (SPECT), multi-pinhole collimators can increase sensitivity but may lead to projection overlap, or multiplexing, which can cause image artifacts. In this work, we explore whether a stacked-detector configuration with a germanium and a silicon detector, used with 123I (27-32, 159 keV), where little multiplexing occurs in the Si projections, can reduce image artifacts caused by highly-multiplexed Ge projections. Simulations are first used to determine a reconstruction method that combines the Si and Ge projections to maximize image quality. Next, simulations of different pinhole configurations (varying projection multiplexing) in conjunction with digital phantoms are used to examine whether additional Si projections mitigate artifacts from the multiplexing in the Ge projections. Reconstructed images using both Si and Ge data are compared to those using Ge data alone. Normalized mean-square error and normalized standard deviation provide a quantitative evaluation of reconstructed images´ error and noise, respectively, and are used to evaluate the impact of the additional nonmultiplexed data on image quality. For a qualitative comparison, the differential point response function is used to examine multiplexing artifacts. Results show that in cases of highly-multiplexed Ge projections, the addition of low-multiplexed Si projections helps to reduce image artifacts both quantitatively and qualitatively.
  • Keywords
    Ge-Si alloys; germanium radiation detectors; image denoising; image reconstruction; mean square error methods; medical image processing; multiplexing; phantoms; silicon radiation detectors; single photon emission computed tomography; Si projections; Si-Ge; differential point response function; digital phantoms; error reconstructed images; germanium detector; highly-multiplexed Ge projections; image artifacts; image quality; multipinhole SPECT; multipinhole collimators; multiplexing artifacts; noise reconstructed images; nonmultiplexed data; normalized mean-square error; normalized standard deviation; pinhole configurations; pinhole single photon emission computed tomography; projection overlap; quantitative evaluation; sensitivity; silicon detector; stacked silicon-germanium system; stacked-detector configuration; Collimators; Detectors; Image reconstruction; Multiplexing; Phantoms; Silicon; Switches; Image artifacts; multiple pinhole; multiplexing; reconstruction algorithm; single photon emission computed tomography (SPECT);
  • fLanguage
    English
  • Journal_Title
    Medical Imaging, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0062
  • Type

    jour

  • DOI
    10.1109/TMI.2014.2340251
  • Filename
    6858048