메뉴 건너뛰기




Volumn 2, Issue , 2005, Pages 1453-1457

Hebbian learning based image reconstruction for positron emission tomography

Author keywords

Image reconstruction; Maximum A posteriori estimation Hebbian learning; Maximum likelihood; Positron emission tomography

Indexed keywords

ALGORITHMS; LEARNING SYSTEMS; MAXIMUM LIKELIHOOD ESTIMATION; NEURAL NETWORKS; OPTICAL RESOLVING POWER; POSITRON EMISSION TOMOGRAPHY;

EID: 33847128737     PISSN: 10915281     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (2)

References (18)
  • 1
    • 0010293907 scopus 로고
    • A statistical model for positron emission tomography
    • Y. Vardi, L. A. Shepp, and L. Kaufmann, "A statistical model for positron emission tomography", J. Amer. Stat. Assoc., vol. 80, pp. 8-37, 1985.
    • (1985) J. Amer. Stat. Assoc , vol.80 , pp. 8-37
    • Vardi, Y.1    Shepp, L.A.2    Kaufmann, L.3
  • 2
    • 0020194763 scopus 로고
    • Maximum likelihood estimation for emission tomography
    • L.A. Shepp and Y. Vardi., "Maximum likelihood estimation for emission tomography", IEEE Trans. on Medical Imaging., MI-1: pp. 113-121, 1982.
    • (1982) IEEE Trans. on Medical Imaging , vol.MI-1 , pp. 113-121
    • Shepp, L.A.1    Vardi, Y.2
  • 3
    • 0024681039 scopus 로고
    • A generalized EM algorithm for 3-D Bayesian reconstruction from Poisson data using Gibbs priors
    • T. Hebert and R. Leahy, "A generalized EM algorithm for 3-D Bayesian reconstruction from Poisson data using Gibbs priors", IEEE Trans. on Medical Imaging., MI-8(2): pp. 194-202, 1989.
    • (1989) IEEE Trans. on Medical Imaging , vol.MI-8 , Issue.2 , pp. 194-202
    • Hebert, T.1    Leahy, R.2
  • 4
    • 0023421482 scopus 로고
    • A maximum a posteriori probability expectation maximization algorithm for image reconstruction in emission tomography
    • E. Levitan and G.T. Herman. "A maximum a posteriori probability expectation maximization algorithm for image reconstruction in emission tomography", IEEE Trans. on Medical Imaging., MI-6(3): pp. 185-192, 1987.
    • (1987) IEEE Trans. on Medical Imaging , vol.MI-6 , Issue.3 , pp. 185-192
    • Levitan, E.1    Herman, G.T.2
  • 5
    • 0025404969 scopus 로고
    • Bayesian reconstruction from emission tomography data using a modi ed EM algorithm
    • March
    • P.J. Green, "Bayesian reconstruction from emission tomography data using a modi ed EM algorithm", IEEE Trans. on Med. Img., vol.9, No.1, March, 1990.
    • (1990) IEEE Trans. on Med. Img , vol.9 , Issue.1
    • Green, P.J.1
  • 6
    • 0031166023 scopus 로고    scopus 로고
    • Approximate maximum likelihood hyperparameter estimation for Gibbs prior
    • June
    • Z. Zhou, R. M. Leahy and J. Qi, "Approximate maximum likelihood hyperparameter estimation for Gibbs prior", IEEE Trans. on Img. proc., Vol.6, No.6, pp.844-861, June, 1997.
    • (1997) IEEE Trans. on Img. proc , vol.6 , Issue.6 , pp. 844-861
    • Zhou, Z.1    Leahy, R.M.2    Qi, J.3
  • 7
    • 0026923442 scopus 로고
    • Statistic based MAP image reconstruction from Poisson data using Gibbs Proiors
    • Sept
    • T. Hebert and R. Leahy, "Statistic based MAP image reconstruction from Poisson data using Gibbs Proiors", IEEE Trans. on Sig. Proc., vol. 40, No.2, pp.2290-2303, Sept. 1992.
    • (1992) IEEE Trans. on Sig. Proc , vol.40 , Issue.2 , pp. 2290-2303
    • Hebert, T.1    Leahy, R.2
  • 8
    • 0036464522 scopus 로고    scopus 로고
    • A Concave Prior Penalizing Relative Differences for Maximum-a-Posteriori Reconstruction in Emission Tomography
    • Feb
    • J. Nuyts, D. Bequ, P. Dupont, and L. Mortelmans, "A Concave Prior Penalizing Relative Differences for Maximum-a-Posteriori Reconstruction in Emission Tomography", IEEE Trans. on Nuclear Science, Vol. 49, No. 1, pp.56-60, Feb. 2002
    • (2002) IEEE Trans. on Nuclear Science , vol.49 , Issue.1 , pp. 56-60
    • Nuyts, J.1    Bequ, D.2    Dupont, P.3    Mortelmans, L.4
  • 9
    • 0016068330 scopus 로고    scopus 로고
    • L. A. Shepp and B. F. Logan, The Fourier Reconstruction of a Head Section, IEEE Trans. Nucl. Img., NS-21, pp.21-43, 1974.
    • L. A. Shepp and B. F. Logan, "The Fourier Reconstruction of a Head Section", IEEE Trans. Nucl. Img., NS-21, pp.21-43, 1974.
  • 10
    • 0028446166 scopus 로고
    • Penalized weighted least-squares image reconstruction for positron emission tomography
    • June
    • J. A. Fessler, "Penalized weighted least-squares image reconstruction for positron emission tomography", IEEE Trans. Med. Img., Vol.13, No.2, pp.290-300, June, 1994.
    • (1994) IEEE Trans. Med. Img , vol.13 , Issue.2 , pp. 290-300
    • Fessler, J.A.1
  • 12
    • 5744236319 scopus 로고    scopus 로고
    • Active Hebbian learning algorithm to train fuzzy cognitive maps
    • Nov
    • E.I. Papageorgiou, C.D. Stylios and P.P. Groumpos, "Active Hebbian learning algorithm to train fuzzy cognitive maps", Int. Jl. Approx. Reasoning, Vol.37, Issue.3, pp.219-249, Nov. 2004.
    • (2004) Int. Jl. Approx. Reasoning , vol.37 , Issue.3 , pp. 219-249
    • Papageorgiou, E.I.1    Stylios, C.D.2    Groumpos, P.P.3
  • 13
    • 0023670085 scopus 로고
    • Stopping rule for MLE algorithm based on statistical hypothesis testing
    • E. Veclerov and J. Llacer, "Stopping rule for MLE algorithm based on statistical hypothesis testing", IEEE Trans. on Med. Img., MI-6, pp. 313-319, 1987.
    • (1987) IEEE Trans. on Med. Img , vol.MI-6 , pp. 313-319
    • Veclerov, E.1    Llacer, J.2
  • 14
    • 0036815752 scopus 로고    scopus 로고
    • Accelerated Deterministic Annealing Algorithms for Transmission CT Reconstruction Using Ordered Subsets
    • Oct
    • S. J. Lee, "Accelerated Deterministic Annealing Algorithms for Transmission CT Reconstruction Using Ordered Subsets", IEEE Trans. Nucl. Sci., Vol.49, No.5, Oct. 2002.
    • (2002) IEEE Trans. Nucl. Sci , vol.49 , Issue.5
    • Lee, S.J.1
  • 15
    • 0000913755 scopus 로고
    • Spatial interaction and the statistical analysis of lattice systems
    • Jl. of Royal Stat. Soc. B
    • J. Besag, "Spatial interaction and the statistical analysis of lattice systems", Jl. of Royal Stat. Soc. B, Vol.36, pp. 192-236, 1974.
    • (1974) , vol.36 , pp. 192-236
    • Besag, J.1
  • 16
    • 0026837511 scopus 로고
    • Vector-extrapolated fast maximum likelihood estimation algorithms for emission tomography
    • March
    • N. Rajeevan, K. Rajgopal and G. Krishna. "Vector-extrapolated fast maximum likelihood estimation algorithms for emission tomography", IEEE Trans. on Med. Img., Vol. 11, No.1, March 1992.
    • (1992) IEEE Trans. on Med. Img , vol.11 , Issue.1
    • Rajeevan, N.1    Rajgopal, K.2    Krishna, G.3
  • 17
    • 0023314408 scopus 로고
    • Implementing and accelerating the EM-algorithm for positron emission tomography
    • Mar
    • L. Kaufmann, "Implementing and accelerating the EM-algorithm for positron emission tomography", IEEE Trans. Med. Img., Vol. MI-6, pp.37-51, Mar. 1987.
    • (1987) IEEE Trans. Med. Img , vol.MI-6 , pp. 37-51
    • Kaufmann, L.1
  • 18
    • 0022142465 scopus 로고
    • The use of sieves to stabilize images produced with the EM-algorithm for emission tomography
    • D. L. Snyder and M. I. Miller, "The use of sieves to stabilize images produced with the EM-algorithm for emission tomography", IEEE Trans. Nucl. Sci., Vol. NS-32, No.5, pp. 3864-3872, 1985.
    • (1985) IEEE Trans. Nucl. Sci , vol.NS-32 , Issue.5 , pp. 3864-3872
    • Snyder, D.L.1    Miller, M.I.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.