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
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