DocumentCode
1814601
Title
Motion-compensated dynamic image reconstruction for gated cardiac SPECT
Author
Jin, Mingwu ; Yang, Yongyi ; Wernick, Miles N. ; King, Michael A.
Author_Institution
Dept. Electr. & Comput. Eng., Illinois Inst. of Technol., Chicago, IL
fYear
2006
fDate
6-9 April 2006
Firstpage
267
Lastpage
270
Abstract
In this paper we propose a unified image reconstruction procedure for dynamic images from traditional gated SPECT acquisition. We divide the cardiac cycle into a number of gate intervals as in gated SPECT, but treat the tracer distribution for each gate as a time-varying signal. By using dynamic expectation maximization and motion-compensated temporal regularization, our reconstruction procedure can produce an image sequence that shows both cardiac motion and time-varying tracer distribution simultaneously. We simulated gated cardiac perfusion imaging using the gated mathematical cardiac-torso (gMCAT) phantom with Tc99m-Teboroxime dynamics. Our experimental results show that the proposed methods can produce more accurate reconstruction of gated dynamic images than independent reconstruction of individual gate frames with spatial smoothness alone
Keywords
cardiology; expectation-maximisation algorithm; haemorheology; image reconstruction; image sequences; medical image processing; motion compensation; phantoms; single photon emission computed tomography; Tc99m-Teboroxime dynamics; cardiac cycle; cardiac motion; dynamic expectation maximization; gated cardiac SPECT; gated cardiac perfusion imaging; image sequence; mathematical cardiac-torso phantom; motion-compensated dynamic image reconstruction; motion-compensated temporal regularization; spatial smoothness; time-varying tracer distribution; Biomedical engineering; Biomedical imaging; Electrocardiography; Image reconstruction; Image sequences; Imaging phantoms; Motion estimation; Myocardium; Nuclear medicine; Reconstruction algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Imaging: Nano to Macro, 2006. 3rd IEEE International Symposium on
Conference_Location
Arlington, VA
Print_ISBN
0-7803-9576-X
Type
conf
DOI
10.1109/ISBI.2006.1624904
Filename
1624904
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