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