Title :
Direct 4D patlak parametric image reconstruction algorithm integrating respiratory motion correction for oncology studies
Author :
Merlin, Thibaut ; Fernandez, Pilar ; Visvikis, D. ; Lamare, Francois
Author_Institution :
Inst. de Neurosci. Cognitives et Integratives d´Aquitaine (INCIA), Bordeaux, France
fDate :
Oct. 27 2013-Nov. 2 2013
Abstract :
Direct estimation of kinetic parameters in the PET reconstruction process offers the possibility of improving the kinetic parameter estimation in comparison with standard graphical kinetic analysis. However such techniques have never been proposed for lung cancer studies since the respiratory motion might significantly hamper the estimation of the kinetic parameter. The aim of this study is to combine within a unique reconstruction algorithm the Patlak kinetic model associated with a respiratory motion correction for dynamic PET imaging in FDG lung cancer.
Keywords :
cancer; image motion analysis; image reconstruction; lung; medical image processing; parameter estimation; pneumodynamics; positron emission tomography; FDG lung cancer; PET reconstruction process; Patlak kinetic model; direct 4D Patlak parametric image reconstruction algorithm; direct estimation; dynamic PET imaging; kinetic parameter estimation; lung cancer studies; oncology studies; respiratory motion correction; standard graphical kinetic analysis; Estimation; Image reconstruction; Kinetic theory; Phantoms; Standards; Three-dimensional displays; Tumors; 4D; PET/CT; image reconstruction; kinetic modeling; respiratory motion correction;
Conference_Titel :
Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2013 IEEE
Conference_Location :
Seoul
Print_ISBN :
978-1-4799-0533-1
DOI :
10.1109/NSSMIC.2013.6829391