DocumentCode
406648
Title
Improving PET image spatial resolution by experimental measurement of scanner blurring properties
Author
De Bernardi, E. ; Zito, F. ; Michelutti, L. ; Mainardi, L. ; Gerundini, P. ; Baselli, G.
Author_Institution
Dept. of Biomedical Eng., Polythecnic Univ. of Milan, Italy
Volume
1
fYear
2003
fDate
17-21 Sept. 2003
Firstpage
975
Abstract
This paper presents a method for the improvement of transaxial spatial resolution in positron emission tomography (PET) images in 2D acquisition mode. The method is based on the experimental measurement of the system blurring properties which are then inserted into an iterative reconstruction algorithm. In order to maintain acceptable the computation time, an ordered subset algorithm OSEM was used. The proposed algorithm was tested on different phantoms and on oncological patients. It showed good performances in terms of contrast improvement and partial volume recovery without increasing the image noise component. The application of the presented method is particularly important in whole body oncological studies, where there is the need to resolve small lesion which can be located at different distances from the scanner axis and in different blurring conditions.
Keywords
cancer; image enhancement; image reconstruction; image resolution; iterative methods; maximum likelihood estimation; medical image processing; phantoms; positron emission tomography; PET image spatial resolution; contrast improvement; iterative reconstruction algorithm; oncological patients; ordered subset algorithm; partial volume recovery; phantoms; positron emission tomography; scanner blurring properties; Biomedical measurements; Detectors; Iterative algorithms; Lesions; Photonic crystals; Positron emission tomography; Reconstruction algorithms; Single photon emission computed tomography; Spatial resolution; Whole-body PET;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2003. Proceedings of the 25th Annual International Conference of the IEEE
ISSN
1094-687X
Print_ISBN
0-7803-7789-3
Type
conf
DOI
10.1109/IEMBS.2003.1279930
Filename
1279930
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