DocumentCode :
2842686
Title :
JAVA-based plugin for tomographic reconstruction in SPECT
Author :
Andrade, M.A. ; Silva, A. M Marques da ; da Costa, M. V Silva ; De Azevedo, D. F Guimarães
Author_Institution :
Pontificical Univ. of Rio Grande do Sul, Rio Grande
Volume :
5
fYear :
2007
fDate :
Oct. 26 2007-Nov. 3 2007
Firstpage :
3495
Lastpage :
3500
Abstract :
The aim of this study was to develop a plugin for software ImageJ able to do tomographic reconstruction for SPECT. Two methods of tomographic reconstruction for emission images were implemented: filtered backprojection (FBP) and an maximum likelihood-expectation maximization (MLEM). Filters were also implemented. Validation tests were carried out with simulated images of geometric models and an anthropomorphic model through Monte Carlo method. The analysis of convergence of the iterative method through the estimate of the relationship between the average uptake and the standard deviation resulted in an indication of reconstruction with 10 to 15 iterations. The images reconstructed through the ML-EM method with attenuation correction presented better visual quality than the non-corrected images. For 128x128 pixel images, MLEM time is 33 times longer than FBP. When attenuation correction is carried out time increases 3.5x.
Keywords :
Java; Monte Carlo methods; expectation-maximisation algorithm; image reconstruction; medical image processing; single photon emission computed tomography; ImageJ software; JAVA-based plugin; Monte Carlo method; SPECT; attenuation correction; filtered backprojection; image reconstruction; iterative method; maximum likelihood-expectation maximization; tomographic reconstruction; Anthropomorphism; Attenuation; Convergence; Filters; Image reconstruction; Iterative methods; Java; Solid modeling; Testing; Tomography;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Nuclear Science Symposium Conference Record, 2007. NSS '07. IEEE
Conference_Location :
Honolulu, HI
ISSN :
1095-7863
Print_ISBN :
978-1-4244-0922-8
Electronic_ISBN :
1095-7863
Type :
conf
DOI :
10.1109/NSSMIC.2007.4436883
Filename :
4436883
Link To Document :
بازگشت