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
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