• DocumentCode
    3533374
  • Title

    Evaluation of an OSEM-based PVC method for SPECT with clinical data

  • Author

    Erlandsson, Kjell ; Thomas, Benjamin ; Dickson, John ; Hutton, Brian F.

  • Author_Institution
    Inst. of Nucl. Med., Univ. Coll. London, London, UK
  • fYear
    2010
  • fDate
    Oct. 30 2010-Nov. 6 2010
  • Firstpage
    2686
  • Lastpage
    2690
  • Abstract
    Partial volume correction (PVC) can compensate for cross-talk between different anatomical regions in images from a functional imaging system with poor spatial resolution, such as PET or SPECT, by utilizing data from a high-resolution structural imaging modality, such as CT or MRI. We have developed a new PVC method for SPECT, and here we present an evaluation of this method using clinical data from [123I]-FP-CIT (DATscan) studies. PVC was performed based on MRI data, which were segmented and co-registered to the SPECT data. The correction was applied during OSEM reconstruction, taking into account the distance dependent resolution of the SPECT system. We compared our new method (OSEM-PVC) with OSEM reconstruction with resolution recovery (OSEM-RR). Qualitatively, OSEM-PVC resulted in images with visually improved structural definition and, quantitatively, it gave similar contrast as OSEM-RR but lower intra-region variability.
  • Keywords
    biomedical MRI; crosstalk; expectation-maximisation algorithm; image reconstruction; image registration; image resolution; image segmentation; medical image processing; single photon emission computed tomography; MRI; OSEM reconstruction; OSEM-based PVC method; SPECT; crosstalk compensation; functional imaging system; high-resolution structural imaging modality; image coregistration; image segmentation; intraregion variability; partial volume correction; resolution recovery; Computed tomography; Image reconstruction; Image resolution; Image segmentation; Magnetic resonance imaging; Phantoms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nuclear Science Symposium Conference Record (NSS/MIC), 2010 IEEE
  • Conference_Location
    Knoxville, TN
  • ISSN
    1095-7863
  • Print_ISBN
    978-1-4244-9106-3
  • Type

    conf

  • DOI
    10.1109/NSSMIC.2010.5874278
  • Filename
    5874278