DocumentCode
2512506
Title
SPECT Image Quality and Quantification
Author
Wieczorek, Herfried
Author_Institution
Philips Technol. Res. Labs., Aachen
Volume
5
fYear
2006
fDate
Oct. 29 2006-Nov. 1 2006
Firstpage
2854
Lastpage
2858
Abstract
Accurate reconstruction methods for SPECT are a pre-requirement for absolute tracer quantification. Exact activity numbers can be extracted from SPECT images by use of iterative reconstruction with appropriate corrections for attenuation, scatter and detector resolution. We have developed an analytical model for SPECT image generation, including attenuation, scatter and reconstruction by filtered back-projection (FBP). Image quality is described in terms of signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR). MatLab simulations were added to include an evaluation of ordered-subset expectation maximization (OSEM) as an example of statistical reconstruction, and for a quantitative assessment of lesion signal recovery. As expected, classical reconstruction without attenuation or scatter correction provides incorrect contrast values, and standard corrections like the Chang method cannot mitigate this problem. Statistical reconstruction allows implementing all corrections and results in better image quality than FBP. Our analysis shows, however, that for adequate signal recovery the contrast-to-noise ratio for OSEM is the same as for FBP. We explain the trade-off between SPECT image quality and quantification by describing reconstruction in terms of signal power spectra (SPS), noise power spectra (NPS) and detective quantum efficiency (DQE).
Keywords
expectation-maximisation algorithm; image reconstruction; medical image processing; single photon emission computed tomography; MatLab simulations; SPECT; contrast-to-noise ratio; detective quantum efficiency; filtered back-projection; image generation; image quality; image reconstruction methods; lesion signal recovery; noise power spectra; ordered-subset expectation maximization; signal power spectra; signal-to-noise ratio; single photon emission computed tomography; statistical image reconstruction; Analytical models; Attenuation; Detectors; Image generation; Image quality; Image reconstruction; Image resolution; Particle scattering; Reconstruction algorithms; Signal resolution;
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.2006.356472
Filename
4179629
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