Title :
Kinetic parameter estimation from dynamic cardiac patient SPECT projection measurements
Author :
Reutter, B.W. ; Gullberg, G.T. ; Huesman, R.H.
Author_Institution :
Center for Functional Imaging, California Univ., Berkeley, CA, USA
Abstract :
The estimation of kinetic parameters directly from projection data is potentially useful for clinical dynamic cardiac SPECT studies, particularly those using a single detector system or body contouring orbits with a multi-detector system. A dynamic image sequence reconstructed from the inconsistent projections acquired by a relatively slowly rotating gantry can contain artifacts that lead to biases in kinetic parameters estimated from time-activity curves generated by overlaying regions of interest on the images. Using simulated data we have shown that unbiased kinetic parameter estimates can be obtained directly from the projections. Here we present results of a 99m Tc-teboroxime patient study where the regions of the left ventricular myocardium, blood pool, liver, and background tissue were determined by automatically segmenting a dynamic image sequence reconstructed from the inconsistent projection data. A spatial model for the projections was then created and one compartment kinetic model parameters for the myocardium and liver were estimated directly from the projections
Keywords :
Newton-Raphson method; cardiology; image reconstruction; image segmentation; image sequences; medical image processing; motion estimation; nonlinear estimation; single photon emission computed tomography; 99mTc-teboroxime patient study; Newton-Raphson algorithm; artifacts; background tissue; blood pool; body contouring orbits; dynamic cardiac SPECT; dynamic image sequence; image reconstruction; image segmentation; inconsistent projections; kinetic parameter estimation; left ventricular myocardium; liver; multi-detector system; nonlinear estimation problem; one compartment kinetic model parameters; overlaying regions of interest; projection data; relatively slowly rotating gantry; single detector system; spatial model; time-activity curves; Blood; Detectors; Image reconstruction; Image segmentation; Image sequences; Kinetic theory; Liver; Myocardium; Orbits; Parameter estimation;
Conference_Titel :
Nuclear Science Symposium, 1998. Conference Record. 1998 IEEE
Conference_Location :
Toronto, Ont.
Print_ISBN :
0-7803-5021-9
DOI :
10.1109/NSSMIC.1998.773917