Title :
System matrix calculation for Clear-PEM using ART and linograms
Author :
Matela, N. ; Martins, M.V. ; Rodrigues, P. ; Trindade, A. ; Oliveira, N. ; Peralta, L. ; Ferreira, N.C. ; Varela, J. ; Almeida, P.D.
Author_Institution :
Instituto de Biofisica e Engenharia Biomedica, Univ. de Lisboa, Portugal
Abstract :
The Clear-PEM device is a positron emission mammography (PEM) unit based on planar detectors and is currently under development. We have developed a 2D algebraic reconstruction technique (ART) algorithm using linograms to reconstruct Clear-PEM data. In this work we evaluate three different methods of calculating the system matrix used by the ART algorithm, which we designate as the pixel-, ray- and tube-driven methods, respectively. The methods were tested using Monte Carlo simulated data. The results obtained show that ART algorithm allows, for these cases, accurate image reconstruction and indicate that a more accurate modeling of the image system matrix using tubes of response (TORs) provides the best image evaluation indexes.
Keywords :
Monte Carlo methods; image reconstruction; mammography; medical image processing; positron emission tomography; ART algorithm; Clear-PEM device; Monte Carlo simulation; algebraic reconstruction technique; image reconstruction; linograms; pixel-driven method; planar detectors; positron emission mammography; ray-driven method; system matrix calculation; tube-driven method; Detectors; Image reconstruction; Imaging phantoms; Iterative algorithms; Mammography; Monte Carlo methods; Radioactive decay; Subspace constraints; Testing; Transmission line matrix methods;
Conference_Titel :
Nuclear Science Symposium Conference Record, 2004 IEEE
Print_ISBN :
0-7803-8700-7
DOI :
10.1109/NSSMIC.2004.1462785