Direct 4D list mode parametric reconstruction for PET with a novel EM algorithm

IEEE Nuclear Science Symposium Conference Record

Volumn , Issue , 2008, Pages 3625-3628

  Van, Jianhua ^a   Planeta Wilson, Beata ^a   Carson, Richard E ^a  

^a YALE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACCURATE ESTIMATION; BRAIN RECEPTOR STUDY; CONVENTIONAL ALGORITHMS; DATA SPACE; DIRECT METHOD; EM ALGORITHMS; LIST MODE DATA; LIST MODES; MAXIMUM LIKELIHOOD FUNCTION; PARAMETER MODEL; PARAMETRIC IMAGE; PET DATA; QUANTITATIVE EVALUATION; TIME-ACTIVITY CURVES; TWO-STEP APPROACH;

MAXIMUM LIKELIHOOD ESTIMATION; POSITRON EMISSION TOMOGRAPHY; RESTORATION;

PARAMETER ESTIMATION;

EID: 67649148621     PISSN: 10957863     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NSSMIC.2008.4774103     Document Type: Conference Paper

References (16)

1. D. Snyder, "Parameter estimation for dynamic studies in emissiontomography systems having list-mode data," IEEE Trans. Nucl. Sci. vol.31 pp. 925-931,1984. (Pubitemid 14546624)
2. R. E. Carson, and K. Lange, "The EM parametric image reconstruction algorithm," J. Am. Statist. Assoc. vol.80, pp. 20-22, 1985.
3. M. E. Kamasak, C. A. Bouman, E. D. Morris, and K. Sauer, "Direct reconstruction of kinetic parameter images from dynamic PET data," Trans. Med. Imaging vol.24 pp. 636-650, 2005.
4. S. Yetik, and J. Qi, "Direct estimation of kinetic parameters from the sinogram with an unknown blood function," IEEE Biomed. Img. Symp: Macro to Nano vol.1 pp. 295-298, 2006. (Pubitemid 44732311)
5. C. Tsoumpas, F. E. Turkheimer, and K. Thielemans, "Study of direct and indirect parametric estimation methods of linear models in dynamic positron emission tomography," Med. Phys. vol.35 pp. 1299-309,2008.
6. G. Wang,I. Fu and J. Qi, "Maximum a posteriori reconstruction of the Patlak parametric image from sinograms in dynamic PET," Phys. Med. Riol. vol.53 pp. 593-604, 2008.
7. J. Matthews, D. Bailey, P. Price, and V. Cunningham, "The direct calculation of parametric images from dynamic PET data using maximum-likelihood iterative reconstruction," Phys. Med. BioI. vol.42 pp. 1155-73,1997. (Pubitemid 27232482)
8. S. R. Meikle,J. C. Matthews, V. Cunningham, D. L. Bailey, L. Livieratos, Jones and P. Price, "Parametric image reconstruction using spectral analysis of PET projection data," Phys. Med. Biol. vol.43 pp. 651-666, 1998. (Pubitemid 28126146)
9. E. Nichols, J. Qi, E. Asma, and R. M. Leahy, "Spatiotemporal reconstruction of list-mode PET data," IEEE Trans. Med. Imaging vol.21 pp. 396-404, 2002. (Pubitemid 34720691)
10. A.J. Reader, F. C. Sureau, C. Comtat, R. Trebossen, and I. Buvat, "Joint estimation of dynamic PET images and temporal basis functions using fully 40 ML-EM," Phys. Med. Biol. vol.51 pp. 5455-5474, 2006. (Pubitemid 44773325)
11. Q. Li, E. Asma, S. Ahn, and R. M. Leahy, "A fast fully 40 incremental gradient reconstruction algorithm for list mode PET data," IEEE Trans. Med. Imaging vol.26 pp. 58-67, 2007. (Pubitemid 46096350)
12. J. Verhaeghe, Y. D'Asseler, S. Vandenberghe, S. Staelens, and I. Lemahieu "An investigation of temporal regularization techniques for dynamic PET reconstructions using temporal splines," Med. Phys. vol.34 pp. 1766-78,2007. (Pubitemid 46669171)
13. A. J. Reader, J. C. Matthews, F. C. Sureau, C. Comtat, R. Trebossen, and I. Buvat, "Fully 40 image reconstruction by estimation of an input function and spectral coefficients," IEEE Nucl. Sci. Symp. Med. lm.Conf. vol.4 pp. 3260-3267,2007.
14. J. Verhaeghe, D. V. D. Ville,I. Khalidov, Y. D'Asseler,I. Lemahieu and M. Unser, "Dynamic PET reconstruction using wavelet regularization with adapted basis functions," IEEE Trans. Med. Imaging vol.27 pp. 943-959, 2008.
15. K. Lange, R. E. Carson, EM reconstruction algorithms for emission and transmission tomography, .J Comput Assist Tomogr, vo1.8 pp.306-316, 1984. (Pubitemid 14169679)
16. R. E. Carson, W. C. Barker, and J. Johnson, "Design of a motioncompensation OSEM list-mode algorithm for resolution-recovery reconstruction for the HRRT," IEEE Nucl. Sci.Symp. Med. lm. Conf. vol.5 pp. 3281-3285,2003. (Pubitemid 40100101)