메뉴 건너뛰기




Volumn 31, Issue 10, 2012, Pages 1977-1988

An optimization transfer algorithm for nonlinear parametric image reconstruction from dynamic PET data

Author keywords

Image reconstruction; kinetic modeling; parametric imaging; penalized maximum likelihood

Indexed keywords

CONVERGENCE RATES; DIRECT ALGORITHMS; DYNAMIC PET; EXPECTATION MAXIMIZATION; FAST CONVERGENCE RATE; IMAGE SMOOTHING; KINETIC MODELING; OPTIMIZATION TRANSFER ALGORITHMS; PARAMETRIC IMAGE; PARAMETRIC IMAGING; PENALIZED LIKELIHOOD; PENALIZED MAXIMUM LIKELIHOOD; PET DATA; PROJECTION DATA; RECONSTRUCTION ALGORITHMS; SURROGATE FUNCTION; TIME-ACTIVITY CURVES;

EID: 84867056814     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2012.2212203     Document Type: Article
Times cited : (74)

References (39)
  • 1
    • 0034721690 scopus 로고    scopus 로고
    • Neurodegeneration prevented by lentiviral vector delivery of GDNF in primate models of Parkinson's disease
    • J. H. Kordower et al., "Neurodegeneration prevented by lentiviral vector delivery of GDNF in primate models of Parkinson's disease," Science, vol. 290, no. 5492, pp. 767-773, 2000.
    • (2000) Science , vol.290 , Issue.5492 , pp. 767-773
    • Kordower, J.H.1
  • 4
    • 50449098042 scopus 로고    scopus 로고
    • A survey of approaches for direct parametric image reconstruction in emission tomography
    • C. Tsoumpas, F. E. Turkheimer, and K. Thielemans, "A survey of approaches for direct parametric image reconstruction in emission 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
  • 5
    • 68149137781 scopus 로고    scopus 로고
    • Four-dimensional image reconstruction strategies in dynamic PET: Beyond conventional independent frame reconstruction
    • A. Rahmim, J. Tang, and H. Zaidi, "Four-dimensional image reconstruction strategies in dynamic PET: Beyond conventional independent frame reconstruction," Med. Phy., vol. 36, no. 8, pp. 3654-3670, 2009.
    • (2009) Med. Phy. , vol.36 , Issue.8 , pp. 3654-3670
    • Rahmim, A.1    Tang, J.2    Zaidi, H.3
  • 6
    • 0030956911 scopus 로고    scopus 로고
    • The direct calculation of parametric images from dynamic PET data using maximum-likelihood iterative reconstruction
    • DOI 10.1088/0031-9155/42/6/012, PII S0031915597802771
    • 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. (Pubitemid 27232482)
    • (1997) Physics in Medicine and Biology , vol.42 , Issue.6 , pp. 1155-1173
    • Matthews, J.1    Bailey, D.2    Price, P.3    Cunningham, V.4
  • 7
    • 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, no. 6, pp. 3007-3013, Dec. 1998. (Pubitemid 128741093)
    • (1998) IEEE Transactions on Nuclear Science , vol.45 , Issue.6 PART 2 , pp. 3007-3013
    • Reutter, B.W.1
  • 9
    • 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
  • 10
    • 18844431381 scopus 로고    scopus 로고
    • Direct reconstruction of kinetic parameter images from dynamic PET data
    • DOI 10.1109/TMI.2005.845317
    • M. E. Kamasak et al., "Direct reconstruction of kinetic parameter images from dynamic PET data," IEEE Trans. Med. Imag., vol. 24, no. 5, pp. 636-650, May 2005. (Pubitemid 40680125)
    • (2005) IEEE Transactions on Medical Imaging , vol.24 , Issue.5 , pp. 636-650
    • Kamasak, M.E.1    Bouman, C.A.2    Morris, E.D.3    Sauer, K.4
  • 11
    • 38649129133 scopus 로고    scopus 로고
    • Iterative kinetic parameter estimation within fully 4D PET image reconstruction
    • A. Reader et al., "Iterative kinetic parameter estimation within fully 4D PET image reconstruction," in IEEE Nucl. Sci. Symp. Med. Imag. Conf., 2006, vol. 3, pp. 1752-1756.
    • (2006) IEEE Nucl. Sci. Symp. Med. Imag. Conf. , vol.3 , pp. 1752-1756
    • Reader, A.1
  • 12
    • 67649148621 scopus 로고    scopus 로고
    • Direct 4D list mode parametric reconstruction for PET with a novel em algorithm
    • J. Yan, B. P.Wilson, and R. E. Carson, "Direct 4D list mode parametric reconstruction for PET with a novel EM algorithm," in IEEE Nucl. Sci. Symp. Med. Imag. Conf., 2008, pp. 3625-3628.
    • (2008) IEEE Nucl. Sci. Symp. Med. Imag. Conf. , pp. 3625-3628
    • Yan, J.1    Wilson, B.P.2    Carson, R.E.3
  • 13
    • 70350752316 scopus 로고    scopus 로고
    • Generalized algorithms for direct reconstruction of parametric images from dynamic PET data
    • Nov.
    • G.Wang and J. Qi, "Generalized algorithms for direct reconstruction of parametric images from dynamic PET data," IEEE Trans. Med. Imag., vol. 28, no. 11, pp. 1717-1726, Nov. 2010.
    • (2010) IEEE Trans. Med. Imag. , vol.28 , Issue.11 , pp. 1717-1726
    • Wang, G.1    Qi, J.2
  • 14
    • 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. Comput. Graphical Stat., vol. 9, no. 1, pp. 1-20, 2000.
    • (2000) J. Comput. Graphical Stat. , vol.9 , Issue.1 , pp. 1-20
    • Lange, K.1    Hunter, D.R.2    Yang, I.3
  • 15
    • 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. Symp. Med. Imag. Conf., 1998, vol. 2, pp. 1132-1135.
    • (1998) 1998 IEEE Nucl. Sci. Symp. Med. Imag. Conf. , vol.2 , pp. 1132-1135
    • Fessler, J.A.1    Erdogan, H.2
  • 16
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the em algorithm
    • 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., Series B , vol.39 , Issue.1 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 17
    • 77951932769 scopus 로고    scopus 로고
    • Acceleration of direct reconstruction of linear parametric images using nested algorithms
    • G.Wang and J.Qi, "Acceleration of direct reconstruction of linear parametric images using nested algorithms," Phys. Med. Biol., vol. 55, no. 5, pp. 1505-1517, 2010.
    • (2010) Phys. Med. Biol. , vol.55 , Issue.5 , pp. 1505-1517
    • Wang, G.1    Qi, J.2
  • 18
    • 0020194763 scopus 로고
    • Maximum likelihood reconstruction for emission tomography
    • L. A. Shepp and Y. Vardi, "Maximum likelihood reconstruction for emission tomography," IEEE Trans. Med. Imag., vol. 1, no. 2, pp. 113-122, Oct. 1982. (Pubitemid 13557763)
    • (1982) IEEE Transactions on Medical Imaging , vol.MI-1 , Issue.2 , pp. 113-122
    • Shepp, L.A.1    Vardi, Y.2
  • 19
    • 0021327145 scopus 로고
    • EM reconstruction algorithms for emission and transmission tomography
    • K. Lange and R. E. Carson, "EM reconstruction algorithms for emission and transmission tomography," J. Comput. Assist. Tomogr., vol. 8, no. 2, pp. 306-316, 1984. (Pubitemid 14169679)
    • (1984) Journal of Computer Assisted Tomography , vol.8 , Issue.2 , pp. 306-316
    • Lange, K.1    Carson, R.2
  • 20
    • 84867062034 scopus 로고    scopus 로고
    • Direct reconstruction of nonlinear parametric images for dynamic PET using nested optimization transfer
    • Nov.
    • G. Wang and J. Qi, "Direct reconstruction of nonlinear parametric images for dynamic PET using nested optimization transfer," in IEEE Nucl. Sci. Symp. Med. Imag. Conf., Nov. 2010, pp. 867-870.
    • (2010) IEEE Nucl. Sci. Symp. Med. Imag. Conf. , pp. 867-870
    • Wang, G.1    Qi, J.2
  • 21
    • 79960321167 scopus 로고    scopus 로고
    • Direct reconstruction of parametric images using any spatiotemporal 4D image based model and maximum likelihood expectation maximisation
    • Nov.
    • J. C. Matthews, G. I. Angelis, F. A. Kotasidis, P. J. Markiewicz, and A. J. Reader, "Direct reconstruction of parametric images using any spatiotemporal 4D image based model and maximum likelihood expectation maximisation," in IEEE Nucl. Sci. Symp. Med. Imag. Conf., Nov. 2010, pp. 2435-2441.
    • (2010) IEEE Nucl. Sci. Symp. Med. Imag. Conf. , pp. 2435-2441
    • Matthews, J.C.1    Angelis, G.I.2    Kotasidis, F.A.3    Markiewicz, P.J.4    Reader, A.J.5
  • 23
    • 84950446492 scopus 로고
    • The em parametric image reconstruction algorithm
    • R. E. Carson and K. Lange, "The EM parametric image reconstruction algorithm," J. Am. Stat. Assoc., vol. 80, no. 389, pp. 20-22, 1985.
    • (1985) J. Am. Stat. Assoc. , vol.80 , Issue.389 , pp. 20-22
    • Carson, R.E.1    Lange, K.2
  • 24
    • 0029267626 scopus 로고
    • A modified expectation maximization algorithm for penalized likelihood estimation in emission tomography
    • Mar.
    • A. R. De Pierro, "A modified expectation maximization algorithm for penalized likelihood estimation in emission tomography," IEEE Trans. Med. Imag., vol. 14, no. 1, pp. 132-137, Mar. 1995.
    • (1995) IEEE Trans. Med. Imag. , vol.14 , Issue.1 , pp. 132-137
    • De Pierro, A.R.1
  • 25
    • 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
  • 27
    • 0027958158 scopus 로고
    • Computerized three-dimensional segmented human anatomy
    • DOI 10.1118/1.597290
    • I. G. Zubal, C. R. Harrell, E. Q. Smith, Z. Rattner, G. Gindi, and P. B. Hoffer, "Computerized three-dimensional segmented human anatomy," Med. Phys., vol. 21, no. 2, pp. 299-302, 1994. (Pubitemid 24068796)
    • (1994) Medical Physics , vol.21 , Issue.2 , pp. 299-302
    • Zubal, I.G.1    Harrell, C.R.2    Smith, E.O.3    Rattner, Z.4    Gindi, G.5    Hoffer, P.B.6
  • 28
    • 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
    • Dec.
    • 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
  • 30
    • 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. (Pubitemid 12142411)
    • (1981) Journal of Cerebral Blood Flow and Metabolism , vol.1 , Issue.4 , pp. 391-401
    • Huang, S.-C.1    Phelps, M.E.2    Hoffmann, E.J.3    Kuhl, D.E.4
  • 31
    • 41449101512 scopus 로고    scopus 로고
    • Maximum a posteriori reconstruction of the Patlak parametric image from sinograms in dynamic PET
    • DOI 10.1088/0031-9155/53/3/006, PII S0031915508592013
    • G.Wang and J. 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. (Pubitemid 351496207)
    • (2008) Physics in Medicine and Biology , vol.53 , Issue.3 , pp. 593-604
    • Wang, G.1    Fu, L.2    Qi, J.3
  • 32
    • 41449108094 scopus 로고    scopus 로고
    • Study of direct and indirect parametric estimation methods of linear models in dynamic positron emission tomography
    • DOI 10.1118/1.2885369
    • 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. (Pubitemid 351457497)
    • (2008) Medical Physics , vol.35 , Issue.4 , pp. 1299-1309
    • Tsoumpas, C.1    Turkheimer, F.E.2    Thielemans, K.3
  • 33
    • 78049448948 scopus 로고    scopus 로고
    • Direct 4D reconstruction of parametric images incorporating anato-functional joint entropy
    • J. Tang, H. Kuwabara, D. F. Wong, and A. Rahmim, "Direct 4D reconstruction of parametric images incorporating anato-functional joint entropy," Phys. Med. Biol., vol. 55, no. 15, pp. 4261-4272, 2010.
    • (2010) Phys. Med. Biol. , vol.55 , Issue.15 , pp. 4261-4272
    • Tang, J.1    Kuwabara, H.2    Wong, D.F.3    Rahmim, A.4
  • 34
    • 0023188902 scopus 로고
    • 11C-raclopride
    • DOI 10.1007/BF00210831
    • L. Farde, C. Halldin, S. Sone-Elander, and G. Sedvall, "PET analysis of human dopamine receptor subtypes using-SCH 23390 and-raclopride," Psychopharmacology, vol. 92, no. 3, pp. 278-284, 1987. (Pubitemid 17100473)
    • (1987) Psychopharmacology , vol.92 , Issue.3 , pp. 278-284
    • Farde, L.1    Halldin, C.2    Stone-Elander, S.3    Sedvall, G.4
  • 35
    • 0034244929 scopus 로고    scopus 로고
    • New, faster, image-based scatter correction for 3D PET
    • C. C. Watson, "New, faster, image-based scatter correction for 3D PET," IEEE Trans. Nucl. Sci., vol. 47, no. 4, pp. 1587-1594, 2000.
    • (2000) IEEE Trans. Nucl. Sci. , vol.47 , Issue.4 , pp. 1587-1594
    • Watson, C.C.1
  • 36
    • 0030468875 scopus 로고    scopus 로고
    • Simplified reference tissue model for PET receptor studies
    • A. A. Lammertsma and S. P. Hume, "Simplified reference tissue model for PET receptor studies," Neuroimage, vol. 4, no. 3, pp. 153-158, 1996.
    • (1996) Neuroimage , vol.4 , Issue.3 , pp. 153-158
    • Lammertsma, A.A.1    Hume, S.P.2
  • 37
    • 0031279782 scopus 로고    scopus 로고
    • Parametric imaging of ligand-receptor binding in PET using a simplified reference region model
    • DOI 10.1006/nimg.1997.0303
    • 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. (Pubitemid 28018717)
    • (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
  • 38
    • 85045374265 scopus 로고    scopus 로고
    • Linearized reference tissue parametric imaging methods: Application to [11C]DASB Positron Emission Tomography studies of the serotonin transporter in human brain
    • M. Ichise, J. S. Liow, J. Q. Lu, A. Takano, and R. E. Carson, "Linearized reference tissue parametric imaging methods: Application to [11C]DASB Positron Emission Tomography studies of the serotonin transporter in human brain," J. Cerebral Blood Flow Metabol., vol. 22, no. 10, pp. 1271-1281, 2003.
    • (2003) J. Cerebral Blood Flow Metabol. , vol.22 , Issue.10 , pp. 1271-1281
    • Ichise, M.1    Liow, J.S.2    Lu, J.Q.3    Takano, A.4    Carson, R.E.5
  • 39
    • 66649089184 scopus 로고    scopus 로고
    • Quantification of cerebral glucosemetabolic rate inmice using 18F-FDGand small-animal PET
    • A. S.Yu, H. D. Lin, S. C. Huang, M. E. Phelps, and H. M.Wu, "Quantification of cerebral glucosemetabolic rate inmice using 18F-FDGand small-animal PET," J. Nucl. Med., vol. 50, no. 6, pp. 966-973, 2009.
    • (2009) J. Nucl. Med. , vol.50 , Issue.6 , pp. 966-973
    • Yu, A.S.1    Lin, H.D.2    Huang, S.C.3    Phelps, M.E.4    Wu, H.M.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.