• DocumentCode
    2515060
  • Title

    MLEM Reconstructed Image Resolution from the LabPET Animal Scanner

  • Author

    Dumouchel, Tyler ; Selivanov, Vitali ; Cadorette, Jules ; Lecomte, Roger ; DeKemp, Robert A.

  • Author_Institution
    Dept. of Phys., Carleton Univ., Ottawa, Ont.
  • Volume
    6
  • fYear
    2006
  • fDate
    Oct. 29 2006-Nov. 1 2006
  • Firstpage
    3388
  • Lastpage
    3391
  • Abstract
    Background: PET image resolution is a function of scanner intrinsic resolution and reconstruction method. The purpose of this study was to measure reconstructed image resolution vs. MLEM iterations on the new LabPET 3.6 animal scanner. Methods: A Micro Deluxetrade hot rods phantom filled with an 18F solution was scanned for 60 min, and images were reconstructed using 10 to 1000 MLEM iterations. To estimate the image resolution, peak activity values were measured for each rod and compared to the theoretical values of partial-volume recovery obtained by convolving a 2D-Gaussian model with circles of the known rod diameters. Results were confirmed visually by convolving the estimated Gaussian model with a high resolution CT image. Results: FWHM image resolution improved from 2.1 to 1.3 mm with 10 to 1000 MLEM iterations. CT image convolution with this Gaussian model faithfully reproduced the measured resolution in images reconstructed with 200 MLEM iterations. Conclusion: Initial measurement of the LabPET transverse image resolution is consistent with that expected from a system with individual detector readout.
  • Keywords
    expectation-maximisation algorithm; image reconstruction; maximum likelihood detection; medical computing; medical image processing; phantoms; positron emission tomography; 2D Gaussian model; CT image convolution; FWHM image resolution; LabPET 3.6 animal scanner; LabPET animal scanner; LabPET transverse image resolution; MLEM iteration; MLEM reconstructed image resolution; Micro Deluxetrade hot rods phantom; PET image resolution; scanner intrinsic resolution and reconstruction method; Animals; Cameras; Computed tomography; Detectors; Image reconstruction; Image resolution; Imaging phantoms; Positron emission tomography; Reconstruction algorithms; Sampling methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nuclear Science Symposium Conference Record, 2006. IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1095-7863
  • Print_ISBN
    1-4244-0560-2
  • Electronic_ISBN
    1095-7863
  • Type

    conf

  • DOI
    10.1109/NSSMIC.2006.353729
  • Filename
    4179771