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Volumn 28, Issue 11, 2009, Pages 1717-1726

Generalized algorithms for direct reconstruction of parametric images from dynamic PET data

Author keywords

Image reconstruction; Kinetic modeling; Parametric imaging; Penalized maximum likelihood.

Indexed keywords

DIRECT FORMULATION; DIRECT METHOD; DYNAMIC PET; GENERALIZED ALGORITHMS; INDIRECT METHODS; KINETIC FITTING; KINETIC MODELING; KINETIC MODELS; PARAMETRIC IMAGE; PARAMETRIC IMAGING; PENALIZED LIKELIHOOD; PENALIZED MAXIMUM LIKELIHOOD.; RECONSTRUCTION ALGORITHMS; RECONSTRUCTION METHOD; SINOGRAMS; WEIGHTED LEAST SQUARES;

EID: 70350752316     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2009.2021851     Document Type: Article
Times cited : (105)

References (39)
  • 3
    • 44849099313 scopus 로고    scopus 로고
    • "comparison of tumor volumes derived from glucose metabolic rate maps and SUV mapsin dynamic 18F-FDG PET,"
    • E. Visser, M. Philippens, L. Kienhorst, J. Kaanders, F. Corstens, L. de Geus-Oei, and W. Oyen, "Comparison of tumor volumes derived from glucose metabolic rate maps and SUV mapsin dynamic 18F-FDG PET," J. Nucl. Med., vol.49, no.6, pp. 892-898, 2008.
    • (2008) J. Nucl. Med. , vol.49 , Issue.6 , pp. 892-898
    • Visser, E.1    Philippens, M.2    Kienhorst, L.3    Kaanders, J.4    Corstens, F.5    De Geus-Oei, L.6    Oyen, W.7
  • 4
    • 33846211803 scopus 로고    scopus 로고
    • "a fast fully 4-D incremental gradient reconstruction algorithm for list mode PET data,"
    • Jan.
    • Q. Z. Li, E. Asma, S. Ahn, and R. M. Leahy, "A fast fully 4-D incremental gradient reconstruction algorithm for list mode PET data," IEEE Trans. Med. Imag., vol.26, no.1, pp. 58-67, Jan. 2007.
    • (2007) IEEE Trans. Med. Imag. , vol.26 , Issue.1 , pp. 58-67
    • Li, Q.Z.1    Asma, E.2    Ahn, S.3    Leahy, R.M.4
  • 5
    • 0031279782 scopus 로고    scopus 로고
    • "parametric imaging of ligand-receptor binding in PET using a simplified reference region model,"
    • R. N. Gunn, A. A. Lammertsma, S. P. Hume, and V. J. Cunningham, "Parametric imaging of ligand-receptor binding in PET using a simplified reference region model," NeuroImage, vol.6, no.4, pp. 279-287, 1997.
    • (1997) NeuroImage , vol.6 , Issue.4 , pp. 279-287
    • Gunn, R.N.1    Lammertsma, A.A.2    Hume, S.P.3    Cunningham, V.J.4
  • 6
    • 84950446492 scopus 로고
    • "the em parametric image reconstruction algorithm,"
    • R. E. Carson and K. Lange, "The EM parametric image reconstruction algorithm," J. Amer. Stat. Assoc., vol.80, no.389, pp. 20-22, 1985.
    • (1985) J. Amer. Stat. Assoc. , vol.80 , Issue.389 , pp. 20-22
    • Carson, R.E.1    Lange, K.2
  • 7
    • 0029516486 scopus 로고
    • "using linear time-invariant system theory to estimate kinetic parameters directly from projection measurements,"
    • Dec.
    • G. L. Zeng, G. T. Gullberg, and R. H. Huesman, "Using linear time-invariant system theory to estimate kinetic parameters directly from projection measurements," IEEE Trans. Nucl. Sci., vol.42, no.6, pp. 2339-2346, Dec. 1995.
    • (1995) IEEE Trans. Nucl. Sci. , vol.42 , Issue.6 , pp. 2339-2346
    • Zeng, G.L.1    Gullberg, G.T.2    Huesman, R.H.3
  • 8
    • 0030956911 scopus 로고    scopus 로고
    • "the direct calculation of parametric images from dynamic PET data using maximum-likelihood iterative reconstruction,"
    • 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. Biol., vol.42, no.6, pp. 1155-1173, 1997.
    • (1997) Phys. Med. Biol. , vol.42 , Issue.6 , pp. 1155-1173
    • Matthews, J.1    Bailey, D.2    Price, P.3    Cunningham, V.4
  • 9
    • 0032308905 scopus 로고    scopus 로고
    • "kinetic parameter estimation from attenuated SPECT projection measurements,"
    • B. W. Reutter, G. T. Gullberg, and R. H. Huesman, "Kinetic parameter estimation from attenuated SPECT projection measurements," IEEE Trans. Nucl. Sci., vol.45, pp. 3007-3013, 1998.
    • (1998) IEEE Trans. Nucl. Sci. , vol.45 , pp. 3007-3013
    • Reutter, B.W.1    Gullberg, G.T.2    Huesman, R.H.3
  • 10
    • 0031881781 scopus 로고    scopus 로고
    • "parametric image reconstruction using spectral analysis of PET projection data,"
    • S. R. Meikle, J. C. Matthews,V.J. Cunningham, D. L. Bailey, L.Livier-atos, T. Jones, and P. Price, "Parametric image reconstruction using spectral analysis of PET projection data," Phys. Med. Biol., vol.43, no.3, pp. 651-666, 1998.
    • (1998) Phys. Med. Biol. , vol.43 , Issue.3 , pp. 651-666
    • Meikle, S.R.1    Matthewsv, J.2    Cunningham, J.C.3    Bailey, D.L.4    Jones, T.5    Price, P.6
  • 11
    • 1642341293 scopus 로고    scopus 로고
    • "kinetic parameter estimation from renal measurements with a three-headed SPECT system: A simulation study,"
    • Mar.
    • E. Vanzi, A. R. Formiconi, D. Bindi, G. L. Cava, and A. Pupi, "Kinetic parameter estimation from renal measurements with a three-headed SPECT system: A simulation study," IEEE Trans. Med. Imag., vol.23, no.3, pp. 363-373, Mar. 2004.
    • (2004) IEEE Trans. Med. Imag. , vol.23 , Issue.3 , pp. 363-373
    • Vanzi, E.1    Formiconi, A.R.2    Bindi, D.3    Cava, G.L.4    Pupi, A.5
  • 12
    • 18844431381 scopus 로고    scopus 로고
    • "direct reconstruction of kinetic parameter images from dynamic PET data,"
    • May
    • M. E. Kamasak, C. A. Bouman, E. D. Morris, and K. Sauer, "Direct reconstruction of kinetic parameter images from dynamic PET data," IEEE Trans. Med. Imag., vol.24, no.5, pp. 636-650, May 2005.
    • (2005) IEEE Trans. Med. Imag. , vol.24 , Issue.5 , pp. 636-650
    • Kamasak, M.E.1    Bouman, C.A.2    Morris, E.D.3    Sauer, K.4
  • 13
    • 41449101512 scopus 로고    scopus 로고
    • "maximum a posteriori reconstruction of the patlak parametric image from sinograms in dynamic PET,"
    • G. B. Wang, L. Fu, and J. Y. Qi, "Maximum a posteriori reconstruction of the patlak parametric image from sinograms in dynamic PET," Phys. Med. Biol., vol.53, no.3, pp. 593-604, 2008.
    • (2008) Phys. Med. Biol. , vol.53 , Issue.3 , pp. 593-604
    • Wang, G.B.1    Fu, L.2    Qi, J.Y.3
  • 14
    • 41449108094 scopus 로고    scopus 로고
    • "study of direct and indirect parametric estimation methods of linear models in dynamic positron emission tomography,"
    • 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, no.4, pp. 1299-1309, 2008.
    • (2008) Med. Phys. , vol.35 , Issue.4 , pp. 1299-1309
    • Tsoumpas, C.1    Turkheimer, F.E.2    Thielemans, K.3
  • 15
    • 50449098042 scopus 로고    scopus 로고
    • "a survey of approaches for direct parametric image reconstruction inemission tomography,"
    • C. Tsoumpas, F. E. Turkheimer, and K. Thielemans, "A survey of approaches for direct parametric image reconstruction inemission tomography," Med. Phys., vol.35, no.9, pp. 3963-3971, 2008.
    • (2008) Med. Phys. , vol.35 , Issue.9 , pp. 3963-3971
    • Tsoumpas, C.1    Turkheimer, F.E.2    Thielemans, K.3
  • 16
    • 51049084006 scopus 로고    scopus 로고
    • "iterative nonlinear least squares algorithms for direct reconstruction of parametric images from dynamic PET,"
    • G. Wang and J. Qi, "Iterative nonlinear least squares algorithms for direct reconstruction of parametric images from dynamic PET," in IEEE Int. Symp. Biomed. Imag., 2008, pp. 1031-1034.
    • (2008) In IEEE Int. Symp. Biomed. Imag. , pp. 1031-1034
    • Wang, G.1    Qi, J.2
  • 18
    • 0000169232 scopus 로고
    • "an algorithm for least-squares estimation of nonlinear parameters,"
    • D. W. Marquardt, "An algorithm for least-squares estimation of nonlinear parameters," J. Soc. Indust. Appl. Math., vol.11, no.2, pp. 431-441, 1963.
    • (1963) J. Soc. Indust. Appl. Math. , vol.11 , Issue.2 , pp. 431-441
    • Marquardt, D.W.1
  • 19
    • 23844458665 scopus 로고    scopus 로고
    • "parametric imaging of myocardial blood flow with O-15-water and PET using the basis function method,"
    • H. Watabe, H. Jino, N. Kawachi, N. Teramoto, T. Hayashi, Y. Ohta, and H. Iida, "Parametric imaging of myocardial blood flow with O-15-water and PET using the basis function method," J. Nucl.Med., vol.46, no.7, pp. 1219-1224, 2005.
    • (2005) J. Nucl.Med. , vol.46 , Issue.7 , pp. 1219-1224
    • Watabe, H.1    Jino, H.2    Kawachi, N.3    Teramoto, N.4    Hayashi, T.5    Ohta, Y.6    Iida, H.7
  • 20
    • 33646809320 scopus 로고    scopus 로고
    • "evaluation of basis function and linear least squares methods for generating parametric blood flow images using o-15-water and positron emission tomography,"
    • R. Boellaard, P. Knaapen, A. Rijbroek, G. J. J. Luurtsema, and A. A. Lammertsma, "Evaluation of basis function and linear least squares methods for generating parametric blood flow images using o-15-water and positron emission tomography," Molec. Imag. Biol., vol.7, no.4, pp. 273-285, 2005.
    • (2005) Molec. Imag. Biol. , vol.7 , Issue.4 , pp. 273-285
    • Boellaard, R.1    Knaapen, P.2    Rijbroek, A.3    Luurtsema, G.J.J.4    Lammertsma, A.A.5
  • 21
    • 66749139121 scopus 로고    scopus 로고
    • "direct reconstruction of PET receptor binding parametric images using a simplified reference tissue model,"
    • G. Wang and J. Qi, "Direct reconstruction of PET receptor binding parametric images using a simplified reference tissue model," in Proc. SPIE, 2009, vol.7258, pp. 72580V1-V8.
    • (2009) In Proc. SPIE , vol.7258
    • Wang, G.1    Qi, J.2
  • 22
    • 38649129133 scopus 로고    scopus 로고
    • "iterative kinetic parameter estimation within fully 4D PET image reconstruction," in 2006 IEEE Nucl
    • A. J. Reader et al., "Iterative kinetic parameter estimation within fully 4D PET image reconstruction," in 2006 IEEE Nucl. Sci. Symp. Med. Imag. Conf., 2006, vol.3, pp. 1752-1756.
    • (2006) Sci. Symp. Med. Imag. Conf. , vol.3 , pp. 1752-1756
    • Reader, A.J.1
  • 23
    • 0030783939 scopus 로고    scopus 로고
    • "positron-emission tomography,"
    • J. M.Ollinger andJ.A.Fessler, "Positron-emission tomography," IEEE Signal Process. Mag., vol.14, no.1, pp. 43-55, 1997.
    • (1997) IEEE Signal Process. Mag. , vol.14 , Issue.1 , pp. 43-55
    • Mollinger, J.1
  • 24
    • 1942516712 scopus 로고    scopus 로고
    • "overview of methods for image reconstruction from projections in emission computed tomography,"
    • R. M. Lewitt and S. Matej, "Overview of methods for image reconstruction from projections in emission computed tomography," Proc. IEEE, vol.91, no.10, pp. 1588-1611, Oct. 2003.
    • (2003) Proc. IEEE , vol.91 , Issue.10 , pp. 1588-1611
    • Lewitt, R.M.1    Matej, S.2
  • 25
    • 0041726159 scopus 로고    scopus 로고
    • "statistical approaches in quantitative positron emission tomography,"
    • R. M. Leahy and J. Y. Qi, "Statistical approaches in quantitative positron emission tomography," Stat. Comput., vol.10, no.2, pp. 147-165, 2000.
    • (2000) Stat. Comput. , vol.10 , Issue.2 , pp. 147-165
    • Leahy, R.M.1    Qi, J.Y.2
  • 26
    • 0032655433 scopus 로고    scopus 로고
    • "conjugate-gradient preconditioning methods for shift-variant PET image reconstruction,"
    • J. A. Fessler and S. D. Booth, "Conjugate-gradient preconditioning methods for shift-variant PET image reconstruction," IEEE Trans. Image Process., vol.8, no.5, pp. 688-699, May 1999.
    • (1999) IEEE Trans. Image Process. , vol.8 , Issue.5 , pp. 688-699
    • Fessler, J.A.1    Booth, S.D.2
  • 27
    • 0036074323 scopus 로고    scopus 로고
    • "kinetic modeling in positron emission tomography,"
    • K. C. Schmidt and F. E. Turkheimer, "Kinetic modeling in positron emission tomography," Q. J. Nucl. Med., vol.46, no.1, pp. 70-85, 2002.
    • (2002) Q. J. Nucl. Med. , vol.46 , Issue.1 , pp. 70-85
    • Schmidt, K.C.1    Turkheimer, F.E.2
  • 28
    • 0034986870 scopus 로고    scopus 로고
    • "positron emission tomography compartmental models,"
    • R. N. Gunn, S. R. Gunn, and V. J. Cunningham, "Positron emission tomography compartmental models," J. Cerebral Blood Flow Metabol., vol.21, no.6, pp. 635-652, 2001.
    • (2001) J. Cerebral Blood Flow Metabol. , vol.21 , Issue.6 , pp. 635-652
    • Gunn, R.N.1    Gunn, S.R.2    Cunningham, V.J.3
  • 29
    • 77950023906 scopus 로고    scopus 로고
    • "optimization transfer using surrogate objective functions,"
    • K. Lange, D. R. Hunter, and I. Yang, "Optimization transfer using surrogate objective functions," J. Computat. Graphical Stat., vol.9, no.1, pp. 1-20, 2000.
    • (2000) J. Computat. Graphical Stat. , vol.9 , Issue.1 , pp. 1-20
    • Lange, K.1    Hunter, D.R.2    Yang, I.3
  • 30
    • 0002629270 scopus 로고
    • "maximum likelihood from incomplete data via the em algorithm,"
    • Series B
    • A. P. Dempster, N. M. Laird, and D. B. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," J. R. Stat. Soc., Series B, vol.39, no.1, pp. 1-38, 1977.
    • (1977) J. R. Stat. Soc. , vol.39 , Issue.1 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 31
    • 0032596347 scopus 로고    scopus 로고
    • "a paraboloidal surrogates algorithm for convergent penalized-likelihood emission image reconstruction,"
    • J. A. Fessler and H. Erdogan, "A paraboloidal surrogates algorithm for convergent penalized-likelihood emission image reconstruction," in 1998 IEEE Nucl. Sci. Syp. Med. Imag. Conf., 1998, vol.2, pp. 1132-1135
    • (1998) In 1998 IEEE Nucl. Sci. Syp. Med. Imag. Conf. , vol.2 , pp. 1132-1135
    • Fessler, J.A.1    Erdogan, H.2
  • 32
    • 0033181297 scopus 로고    scopus 로고
    • "monotonic algorithms for transmission tomography,"
    • Sep.
    • H. Erdogan and J. A. Fessler, "Monotonic algorithms for transmission tomography," IEEE Trans. Med. Imag., vol.18, pp. 801-814, Sep. 1999.
    • (1999) IEEE Trans. Med. Imag. , vol.18 , pp. 801-814
    • Erdogan, H.1    Fessler, J.A.2
  • 33
    • 0345103297 scopus 로고    scopus 로고
    • "ordered subsets algorithms for transmission tomography,"
    • H. Erdogan and J. A. Fessler, "Ordered subsets algorithms for transmission tomography," Phys. Med. Biol., vol.44, no.11, pp. 2835-2851, 1999.
    • (1999) Phys. Med. Biol. , vol.44 , Issue.11 , pp. 2835-2851
    • Erdogan, H.1    Fessler, J.A.2
  • 34
    • 0038444390 scopus 로고    scopus 로고
    • "globally convergent image reconstruction for emission tomography using relaxed ordered subsets algorithms,"
    • S. Ahn and J. A. Fessler, "Globally convergent image reconstruction for emission tomography using relaxed ordered subsets algorithms," IEEE Trans. Med. Imag., vol.22, no.5, pp. 613-626, May 2003.
    • (2003) IEEE Trans. Med. Imag. , vol.22 , Issue.5 , pp. 613-626
    • Ahn, S.1    Fessler, J.A.2
  • 35
    • 0035047852 scopus 로고    scopus 로고
    • "comkat: Compartment model kinetic analysis tool,"
    • R. F. Muzic and S. Cornelius, "Comkat: Compartment model kinetic analysis tool," J. Nucl. Med., vol.42, no.4, pp. 636-645, 2001.
    • (2001) J. Nucl. Med. , vol.42 , Issue.4 , pp. 636-645
    • Muzic, R.F.1    Cornelius, S.2
  • 36
    • 0031282828 scopus 로고    scopus 로고
    • "a technique for extracting physiological parameters and the required input function simultaneously from PET image measurements: Theory and simulation study,"
    • D. G. Feng, K. P. Wong, C. M. Wu, and W. C. Siu, "A technique for extracting physiological parameters and the required input function simultaneously from PET image measurements: Theory and simulation study," IEEE Trans. Inf. Technol. Biomed., vol.1, no.4, pp. 243-254, Dec. 1997.
    • (1997) IEEE Trans. Inf. Technol. Biomed. , vol.1 , Issue.4 , pp. 243-254
    • Feng, D.G.1    Wong, K.P.2    Wu, C.M.3    Siu, W.C.4
  • 37
    • 0032587464 scopus 로고    scopus 로고
    • "use of ridge regression for improved estimation of kinetic constants from PET data,"
    • Feb.
    • F. OSullivan and A. Saha, "Use of ridge regression for improved estimation of kinetic constants from PET data," IEEE Trans. Med. Imag., vol.18, no.2, pp. 115-125, Feb. 1999.
    • (1999) IEEE Trans. Med. Imag. , vol.18 , Issue.2 , pp. 115-125
    • Osullivan, F.1    Saha, A.2
  • 38
    • 0019841750 scopus 로고
    • "error sensitivity of fluorodeoxyglucose method for measurement of cerebral metabolic-rate of glucose,"
    • S. C. Huang, M. E. Phelps, E. J. Hoffman, and D. E. Kuhl, "Error sensitivity of fluorodeoxyglucose method for measurement of cerebral metabolic-rate of glucose," J. Cerebral Blood Flow Metabol., vol.1, no.4, pp. 391-401, 1981.
    • (1981) J. Cerebral Blood Flow Metabol. , vol.1 , Issue.4 , pp. 391-401
    • Huang, S.C.1    Phelps, M.E.2    Hoffman, E.J.3    Kuhl, D.E.4
  • 39
    • 0035246645 scopus 로고    scopus 로고
    • "linear ridge regression with spatial constraint for generation of parametric images in dynamic positron emission tomography studies,"
    • Feb.
    • Y. Zhou, S. C. Huang, and M. Bergsneider, "Linear ridge regression with spatial constraint for generation of parametric images in dynamic positron emission tomography studies," IEEE Trans. Nucl. Sci., vol.48, no.1, pp. 125-130, Feb. 2001.
    • (2001) IEEE Trans. Nucl. Sci. , vol.48 , Issue.1 , pp. 125-130
    • Zhou, Y.1    Huang, S.C.2    Bergsneider, M.3


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