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
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;
Conference_Titel :
Nuclear Science Symposium Conference Record, 2004 IEEE
Print_ISBN :
0-7803-8700-7
Electronic_ISBN :
1082-3654
DOI :
10.1109/NSSMIC.2004.1466639