Title :
A correction algorithm for partial volume effects in 3D PET imaging: principle and validation
Author :
Reilhac, A. ; Rousset, O.G. ; Comtat, C. ; Frouin, V. ; Gregoire, M.C. ; Evans, A.C.
Author_Institution :
McConnel Brain Imaging Centre, McGill Univ., Montreal, Que., Canada
Abstract :
Presents a method for correcting 3D PET data for partial volume effects. The authors´ method assumes that the observed signal within a region of interest is a weighted sum of the true activities in the FOV of the scanner. The weighting coefficients represent the recovery and the cross-contamination factors between structures, and are estimated by 3D analytical simulation of a high resolution emitting model, such as a MRI segmented volume registered with the corresponding PET volume. The validation of the algorithm using well-controlled data sets, proved its efficiency to recover true time-activity curves in small structures, with errors smaller than 5%
Keywords :
biomedical MRI; image segmentation; medical image processing; modelling; positron emission tomography; 3D PET imaging; 3D analytical simulation; MRI segmented volume; algorithm validation; correction algorithm; cross-contamination factors; high resolution emitting model; medical diagnostic imaging; nuclear medicine; partial volume effects; weighting coefficients; Analytical models; Brain; Contamination; Distortion measurement; Hospitals; Magnetic resonance imaging; Pollution measurement; Positron emission tomography; Signal resolution; Volume measurement;
Conference_Titel :
Nuclear Science Symposium Conference Record, 2000 IEEE
Conference_Location :
Lyon
Print_ISBN :
0-7803-6503-8
DOI :
10.1109/NSSMIC.2000.949232