Time-varying reconstruction in single photon emission computed tomography

International Journal of Imaging Systems and Technology

Volumn 14, Issue 5, 2004, Pages 186-197

  Kervinen, M ^a   Vauhkonen, M ^a   Kaipio, J P ^a   Karjalainen, P A ^a  

^a UNIVERSITY OF EASTERN FINLAND   (Finland)

Author keywords

Kalman filter; Markov model; Single photon emission computed tomography; Time varying activity

Indexed keywords

BLOOD; COMPUTER SIMULATION; COMPUTERIZED TOMOGRAPHY; IMAGING TECHNIQUES; KALMAN FILTERING; MARKOV PROCESSES; MATHEMATICAL MODELS; PROBLEM SOLVING;

MARKOV MODEL; SINGLE PHOTON EMISSION COMPUTED TOMOGRAPHY; TIME-VARYING ACTIVITY; TOMOGRAPHIC IMAGING;

IMAGE RECONSTRUCTION;

EID: 17644371626     PISSN: 08999457     EISSN: None     Source Type: Journal    
DOI: 10.1002/ima.20023     Document Type: Article

References (39)

1. R.S. Acharya, P.B. Heffernan, R.A. Robb, and H. Wechsler, High-speed 3D imaging of the beating heart using temporal estimation, Comput Vision Graph 39 (1987), 279-290.
2. B.D.O. Anderson and J.B. Moore, Optimal filtering, Prentice-Hall, Englewood Cliffs, NJ, 1979.
3. V.M. Artemiev, A.O. Naumov, and G.-R. Tillack, Recursive tomographic image reconstruction using a Kalman filter approach in the time domain, J Phys D Appl Phys 34 (2001), 2073-2083.
4. H.H. Bauschke, D. Noll, A. Celler, and J.M. Borwein, An EM-algorithm for dynamic SPECT, IEEE Trans Med Imaging 18 (1999), 252-261.
5. T. Bohlin, Analysis of EEG signals with changing spectra using a shortword Kalman estimator, Math Biosci 35 (1977), 221-259.
6. B.D. Bok, A.N. Bice, M. Clausen, D.F. Wong, and H.N. Wagner, Artifacts in camera-based single-photon emission tomography due to time activity variation, Eur J Nucl Med 13 (1987), 439-442.
7. R. Bro, Multi-way analysis in the food industry: Models, algorithms and applications, Ph.D. thesis, University of Amsterdam, 1998.
8. R.E. Carson, A maximum likelihood method for region-of-interest evaluation in emission tomography, J Comput Assist Tomogr 10 (1986), 654-663.
9. A. Celler, T. Farncombe, D. Noll, R. Harrop, and D. Lyster, Performance of the dynamic single photon emission computed tomography (dSPECT) method for decreasing or increasing activity changes, Phys Med Biol 45 (2000), 3525-3543.
10. J. de Murcia and P. Grangeat, Reconstructions of gated SPECT myocardial images using a temporal evolution model, In P. Orangeat and J.-L. Amans, Eds.,Three-dimensional image reconstruction in radiology and nuclear medicine, Kluwer Academic, Dordrecht-1996, pp. 225-241.
11. T. Farncombe, A. Celler, D. Noll, J. Maegth, and R. Harrop, Dynamic SPECT imaging using single camera rotation (dSPECT), IEEE Ttans Nucl Sci 46 (1999), 1055-1061.
12. A.R. Formiconi, Least squares algorithm for region-of-interest evaluation in emission tomography, IEEE Trans Med Imaging 12 (1993), 90-100.
13. D.C. Fraser and J.E. Potter, The optimum linear smoother as a combination of two optimum linear filters, IEEE Trans Automat Cont 14 (1969), 387-390.
14. A. Galka, O. Yamashita, T. Ozaki, R. Biscay, and P. Valdés-Sosa, A solution to the dynamical inverse problem of EEG generation using spatiotemporal Kalman filtering, Neuroimage 23 (2004), 435-453.
15. E. Hebber, D. Oldenburg, T. Farnocombe, and A. Celler, Direct estimation of dynamical parameters in SPECT tomography, IEEE Trans Nucl Sci 44 (1997), 2425-2430.
16. R.H. Huesman, A new fast algorithm for the evaluation of regions of interest and statistical uncertainty in computed tomography, Phys Med Biol 29 (1984), 543-552.
17. R.H. Huesman, B.W. Reutter, G.L. Zeng, and G.T. Gullberg, Kinetic parameter estimation from SPECT cone-beam projection measurements, Phys Med Biol 43 (1998), 973-982.
18. J.E. Juni, SPECT of rapidly cleared tracers: Imaging a Cheshire cat, J Nucl Med 33 (1992), 1206-1208.
19. D. Kadrmas and G. Gullberg, 4D maximum a posteriori reconstruction in dynamic SPECT using a compartmental model-based prior, Phys Med Biol 46(2001), 1553-1574
20. A.C. Kak and M. Slaney, Principles of computerized tomographic imaging, IEEE Press, New York, 1987.
21. K. Lange and R. Carson, EM reconstruction algorithms for emission and transmission tomography, J Comput Assist Tomogr 8 (1984), 306-316.
22. N.A. Lassen and W. Perl, Tracer kinetic methods in medical physiology, Raven Press, New York, 1979.
23. M.A. Limber, M.N. Limber, A. Celler, J.S. Barney, and J.M. Borwein, Direct reconstruction of functional parameters for dynamic SPECT, IEEE Trans Nucl Sci 42 (1995), 1249-1256.
24. J.M. Links, T.L. Frank, and L.C. Becker, Effect of differential tracer washout during SPECT acquisition, J Nucl Med 32 (1991), 2253-2257.
25. J. Llacer, and J.D. Meng, Matrix-based image reconstruction methods for tomography, IEEE Trans Nucl Sci 32 (1985), 855-864.
26. J. Maltz, Direct recovery of regional tracer kinetics from temporally inconsistent dynamic ECT projections using dimension-reduced time-activity basis, Phys Med Biol 45 (2000), 3413-3429
27. J.L. Melsa, and D.L. Cohn, Decision and estimation theory, McGraw-Hill, New York, 1978.
28. K. Nakajima, N. Shuke, J. Taki, T. Ichihara, N. Motomura, H. Bunko, and K. Hisada, A simulation of dynamic SPECT using radiopharmaceuticals with rapid clearance, J Nucl Med 33 (1992), 1200-1206.
29. K. Nakajima, J. Taki, H. Bunko, M. Matsudaira, A. Muramori, I. Matsunari, K. Hisada, and T. Ichihara, Dynamic acquisition with a three-headed SPECT system: Application to Technetium 99m-sq30217 myocardial imaging, J Nucl Med 32 (1991), 1273-1277.
30. B.E. Oppenheim and J.D. Krepshaw, Dynamic hepatobiliary SPECT: A method for tomography of a changing radioactivity distribution, J Nucl Med 29 (1988), 98-102.
31. B.W. Reutter, G.T. Gullberg, and R.H. Huesman, Kinetic parameter estimation from attenuated SPECT projection measurements, IEEE Trans Nucl Sci 45 (1998), 3007-3013.
32. B.W. Reutter, G.T. Gullberg, and R.H. Huesman, Effects of temporal modeling on the statistical uncertainty of spatiotemporal distributions estimated directly from dynamic SPECT projections, Phys Med Biol 47 (2002), 2673-2683.
33. D.Y. Riabkov and E.V. Di Bella, Blind identification of the kinetic parameters in three-compartment models, Phys Med Biol 49 (2004), 639-664.
34. A.O. Seppänen, Correction of collimator blurring and attenuation in single photon emission computed tomography, M.Sc. thesis. University of Kuopio, Kuopio, Finland, 2000.
35. N.K. Sinha and B. Kuszta, Modeling and identification of dynamic systems, Van Nostrand Reinhold, New York, 1983.
36. A.M. Smith, G.T. Gullberg, P.E. Christian, and F.L. Datz, Kinetic modeling of teboroxime using dynamic SPECT imaging of a canine model, J Nucl Med 35 (1994), 484-495.
37. H.W. Sorenson, Parameter estimation, principles and problems, Vol. 9, Marcel Dekker, New York, 1980.
38. M. Vauhkonen, P.A. Karjalainen J.P. Kaipio, and A Kalman filter approach to track fast impedance changes in electrical impedance tomography, IEEE Trans Biomed Eng 45 (1998), 486-493.
39. A. Voutilainen, Statistical inversion methods for the reconstruction of aerosol size distributions, Ph.D. thesis, University of Kuopio, 2001.