DocumentCode :
351905
Title :
Region resolvability versus noise level guidelines for dynamic ECT obtained via joint spatial and kinetic parameter estimation algorithm
Author :
Maltz, JS
Author_Institution :
Center for Functional Imaging, Lawrence Berkeley Lab., CA, USA
Volume :
3
fYear :
1999
fDate :
1999
Firstpage :
1546
Abstract :
For emission computed tomography (ECT) studies of temporally static source distributions, well-known guidelines exist for the number of resolution elements which may be acceptably resolved in a reconstructed image, at a given noise level. Owing to the incomplete angular-temporal sampling in such ECT modalities as rotating camera dynamic single photon ECT (SPECT), the acquired sinogram is not a consistent representation of a Radon transform, and consequently, no analogous bounds on the performance of dynamic reconstruction algorithms may be derived from Radon transform theory. Applying what the author believes to be the first spatiokinetic parameter estimation algorithm able to simultaneously estimate both the geometry and kinetics of multiple dynamic regions directly from inconsistent projections, the author establishes practical guidelines for the number of regions whose boundaries and time-activity curves (TAC´s) may be simultaneously estimated to a specified degree of accuracy at a given signal-to-noise ratio (SNR). These results are hoped to represent useful guidelines for study design and the application and development of dynamic reconstruction algorithms
Keywords :
Radon transforms; image reconstruction; image resolution; medical image processing; noise; parameter estimation; single photon emission computed tomography; SPECT; incomplete angular-temporal sampling; inconsistent projections; joint spatial/kinetic parameter estimation algorithm; medical diagnostic imaging; noise level guidelines; nuclear medicine; region resolvability; rotating camera dynamic single photon ECT; spatiokinetic parameter estimation algorithm; temporally static source distributions; Cameras; Computed tomography; Electrical capacitance tomography; Guidelines; Image reconstruction; Image resolution; Image sampling; Noise level; Reconstruction algorithms; Single photon emission computed tomography;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Nuclear Science Symposium, 1999. Conference Record. 1999 IEEE
Conference_Location :
Seattle, WA
ISSN :
1082-3654
Print_ISBN :
0-7803-5696-9
Type :
conf
DOI :
10.1109/NSSMIC.1999.842853
Filename :
842853
Link To Document :
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