Title :
Partial volume correction of small animal PET cardiac dynamic images using iterative reconstruction: effects on glucose metabolic rate measurement
Author :
D´Ambrosio, D. ; Fiacchi, G. ; Cilibrizzi, P. ; Lamberti, Claudio ; Baldazzi, G. ; Boschi, S. ; Franchi, R. ; Marengo, M. ; Spinelli, A.E.
Author_Institution :
Scuola di Specializzazione in Fis. Sanitaria, Univ.´´ di Bologna, Bologna
Abstract :
Small animal positron emission tomography (PET) image quantitation is severely affected by partial volume effect (PVE) caused by the spatial resolution of PET tomographs. The aim of this work was to reduce the PVE using a modified iterative expectation maximization (EM) reconstruction algorithm. The goal of the method was to increase the accuracy of tracer concentration values in order to obtain an in vivo better estimate of physiological parameters. The performance of the proposed correction method was evaluated by calculating left ventricle and myocardium mean value using simulated cardiac fluorodeoxyglucose (FDG) dynamic images.
Keywords :
biomedical measurement; cardiovascular system; expectation-maximisation algorithm; image reconstruction; image resolution; medical image processing; muscle; organic compounds; positron emission tomography; PET cardiac dynamic image; cardiac fluorodeoxyglucose; glucose metabolic rate measurement; image quantitation; iterative expectation maximization; iterative reconstruction; myocardium; partial volume effect; positron emission tomography; spatial resolution; tracer concentration value; Animals; Image reconstruction; In vivo; Myocardium; Parameter estimation; Positron emission tomography; Reconstruction algorithms; Spatial resolution; Sugar; Volume measurement;
Conference_Titel :
Computers in Cardiology, 2008
Conference_Location :
Bologna
Print_ISBN :
978-1-4244-3706-1
DOI :
10.1109/CIC.2008.4749236