메뉴 건너뛰기




Volumn 12, Issue 3, 2000, Pages 199-217

Bayesian joint mixture framework for the integration of anatomical information in functional image reconstruction

Author keywords

[No Author keywords available]

Indexed keywords

ALGEBRA; ALGORITHMS; IMAGE SEGMENTATION; MATHEMATICAL MODELS; MATHEMATICAL TRANSFORMATIONS;

EID: 0034207542     PISSN: 09249907     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1008314015446     Document Type: Article
Times cited : (77)

References (27)
  • 1
    • 0029858870 scopus 로고    scopus 로고
    • Minimum cross-entropy reconstruction of PET images using prior anatomical information
    • B.A. Ardekani, M. Braun, B.F. Hutton, I. Kanno, and H. Ida, "Minimum cross-entropy reconstruction of PET images using prior anatomical information," Phys. Med. Biol., Vol. 41, No. 11, pp. 2497-2517, 1996.
    • (1996) Phys. Med. Biol. , vol.41 , Issue.11 , pp. 2497-2517
    • Ardekani, B.A.1    Braun, M.2    Hutton, B.F.3    Kanno, I.4    Ida, H.5
  • 3
    • 0030270955 scopus 로고    scopus 로고
    • Bayesian reconstruction and use of anatomical a priori information for emission tomography
    • J.E. Bowsher, V.E. Johnson, T.G. Turkington, R.J. Jaszczak, and C.E. Floyd, Jr., "Bayesian reconstruction and use of anatomical a priori information for emission tomography," IEEE Trans. Med. Imag., Vol. 15, No. 5, pp. 673-686, 1996.
    • (1996) IEEE Trans. Med. Imag. , vol.15 , Issue.5 , pp. 673-686
    • Bowsher, J.E.1    Johnson, V.E.2    Turkington, T.G.3    Jaszczak, R.J.4    Floyd C.E., Jr.5
  • 4
    • 0032111421 scopus 로고    scopus 로고
    • Category learning through multimodality sensing
    • V. de Sa and D. Ballard, "Category learning through multimodality sensing," Neural Computation, Vol. 10, No. 5, pp. 1097-1118, 1998.
    • (1998) Neural Computation , vol.10 , Issue.5 , pp. 1097-1118
    • De Sa, V.1    Ballard, D.2
  • 5
    • 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. Statist. Soc. Ser B, Vol. 39, pp. 1-38, 1977.
    • (1977) J. R. Statist. Soc. Ser B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 6
    • 0027803225 scopus 로고
    • Bayesian reconstruction of functional images using anatomical information as priors
    • G. Gindi, M. Lee, A. Rangarajan, and I.G. Zubal, "Bayesian reconstruction of functional images using anatomical information as priors," IEEE Trans. Med. Imag., Vol. 12, No. 4, pp. 670-680, 1993.
    • (1993) IEEE Trans. Med. Imag. , vol.12 , Issue.4 , pp. 670-680
    • Gindi, G.1    Lee, M.2    Rangarajan, A.3    Zubal, I.G.4
  • 7
    • 0004792112 scopus 로고    scopus 로고
    • Learning with pre-knowledge: Clustering with point and graph matching distance measures
    • S. Gold, A. Rangarajan, and E. Mjolsness, "Learning with pre-knowledge: Clustering with point and graph matching distance measures," Neural Computation, Vol. 8, No. 4, pp. 787-804, 1996.
    • (1996) Neural Computation , vol.8 , Issue.4 , pp. 787-804
    • Gold, S.1    Rangarajan, A.2    Mjolsness, E.3
  • 8
    • 38049135335 scopus 로고
    • Another interpretation of the EM algorithm for mixture distribution
    • R. Hathaway, "Another interpretation of the EM algorithm for mixture distribution," Statistics and Probability Letters, Vol. 4, pp. 53-56, 1986.
    • (1986) Statistics and Probability Letters , vol.4 , pp. 53-56
    • Hathaway, R.1
  • 9
    • 0024681039 scopus 로고
    • A generalized EM algorithm for 3-D Bayesian reconstruction for Poisson date using Gibbs priors
    • T. Hebert and R. Leahy, "A generalized EM algorithm for 3-D Bayesian reconstruction for Poisson date using Gibbs priors," IEEE Trans. Medical Imaging, Vol. 8, No. 2, pp. 194-202, 1989.
    • (1989) IEEE Trans. Medical Imaging , vol.8 , Issue.2 , pp. 194-202
    • Hebert, T.1    Leahy, R.2
  • 10
    • 0343555077 scopus 로고    scopus 로고
    • PET image reconstruction incorporating anatomical information using segmented regression
    • Newport Beach, CA, K. Hanson (Ed.), SPIE
    • C.H. Hsu and R. Leahy, "PET image reconstruction incorporating anatomical information using segmented regression," in Proc. SPIE Vol. 3034: Medical Imaging - Image Processing, Newport Beach, CA, 1997, K. Hanson (Ed.), SPIE, pp. 381-392.
    • (1997) Proc. SPIE Vol. 3034: Medical Imaging - Image Processing , vol.3034 , pp. 381-392
    • Hsu, C.H.1    Leahy, R.2
  • 11
    • 84983600489 scopus 로고
    • Incorporation of anatomical MR data for improved functional imaging with PET
    • D. Ortendahl and J. Llacer (Eds.), Wiley-Liss
    • R. Leahy and X. Yan, "Incorporation of anatomical MR data for improved functional imaging with PET," in Information Processing in Medical Imaging, D. Ortendahl and J. Llacer (Eds.), Wiley-Liss, 1991, pp. 105-120.
    • (1991) Information Processing in Medical Imaging , pp. 105-120
    • Leahy, R.1    Yan, X.2
  • 12
    • 0013377216 scopus 로고    scopus 로고
    • The thin plate as a regularizer in Bayesian SPECT reconstruction
    • S. Lee, I. Hsiao, and G. Gindi, "The thin plate as a regularizer in Bayesian SPECT reconstruction," IEEE Trans Nucl. Sci., Vol. 44, No. 3, pp. 1381-1387, 1997.
    • (1997) IEEE Trans Nucl. Sci. , vol.44 , Issue.3 , pp. 1381-1387
    • Lee, S.1    Hsiao, I.2    Gindi, G.3
  • 13
    • 0031106954 scopus 로고    scopus 로고
    • Expectation-maximization reconstruction of positron emission tomography images using anatomical magnetic resonance information
    • B. Lipinski, H. Herzog, E. Roat Kops, W. Oberschelp, and H.W. Muller-Gartner, "Expectation-maximization reconstruction of positron emission tomography images using anatomical magnetic resonance information," IEEE Trans. Med. Imag., Vol. 16, No. 2, pp. 129-136, 1997.
    • (1997) IEEE Trans. Med. Imag. , vol.16 , Issue.2 , pp. 129-136
    • Lipinski, B.1    Herzog, H.2    Roat Kops, E.3    Oberschelp, W.4    Muller-Gartner, H.W.5
  • 16
    • 0025625982 scopus 로고
    • Algebraic transformations of objective functions
    • E. Mjolsness and C. Garrett, "Algebraic transformations of objective functions," Neural Networks, Vol. 3, pp. 651-669, 1990.
    • (1990) Neural Networks , vol.3 , pp. 651-669
    • Mjolsness, E.1    Garrett, C.2
  • 18
    • 0028722361 scopus 로고
    • Incorporation of correlated structural images in PET image reconstruction
    • X. Ouyang, W.H. Wong, V.E. Johnson, X. Hu, and C.T. Chen, "Incorporation of correlated structural images in PET image reconstruction," IEEE Trans. Med. Imag., Vol. 13, No. 4, pp. 627-640, 1994.
    • (1994) IEEE Trans. Med. Imag. , vol.13 , Issue.4 , pp. 627-640
    • Ouyang, X.1    Wong, W.H.2    Johnson, V.E.3    Hu, X.4    Chen, C.T.5
  • 19
    • 0021404166 scopus 로고
    • Mixture densities, maximum likelihood and the EM algorithm
    • R.A. Redner and H.F. Walker, "Mixture densities, maximum likelihood and the EM algorithm," SIAM Review, Vol. 26, No. 2, pp. 195-239, 1984.
    • (1984) SIAM Review , vol.26 , Issue.2 , pp. 195-239
    • Redner, R.A.1    Walker, H.F.2
  • 20
    • 0031955835 scopus 로고    scopus 로고
    • Correction of partial volume effects in PET: Principle and validation
    • O.G. Rousset, Y. Ma, and A.C. Evans, "Correction of partial volume effects in PET: Principle and validation," J. Nuc. Med., Vol. 39, No. 5, pp. 904-911, 1998.
    • (1998) J. Nuc. Med. , vol.39 , Issue.5 , pp. 904-911
    • Rousset, O.G.1    Ma, Y.2    Evans, A.C.3
  • 21
    • 0031283380 scopus 로고    scopus 로고
    • Multimodality Bayesian algorithm for image reconstruction in PET: A tissue composition model
    • S. Sastry and R.E. Carson, "Multimodality Bayesian algorithm for image reconstruction in PET: A tissue composition model," IEEE Trans. Med. Imag., Vol. 16, No. 6, pp. 750-761, 1997.
    • (1997) IEEE Trans. Med. Imag. , vol.16 , Issue.6 , pp. 750-761
    • Sastry, S.1    Carson, R.E.2
  • 22
    • 0020194763 scopus 로고
    • Maximum likelihood reconstruction for emission tomography
    • L. Shepp and Y. Vardi, "Maximum likelihood reconstruction for emission tomography," IEEE Trans. on Medical Imaging, Vol. 1, No. 2, pp. 113-122, 1982.
    • (1982) IEEE Trans. on Medical Imaging , vol.1 , Issue.2 , pp. 113-122
    • Shepp, L.1    Vardi, Y.2
  • 25
    • 0030088712 scopus 로고    scopus 로고
    • Multi-modal volume registration by maximization of mutual information
    • W. Wells III, P. Viola, H. Atsumi, S. Nakajima, and R. Kikinis, "Multi-modal volume registration by maximization of mutual information," Medical Image Analysis, Vol. 1, No. 1, pp. 35-52, 1996.
    • (1996) Medical Image Analysis , vol.1 , Issue.1 , pp. 35-52
    • Wells W. III1    Viola, P.2    Atsumi, H.3    Nakajima, S.4    Kikinis, R.5
  • 26
    • 0001375902 scopus 로고
    • Statistical physics, mixtures of distributions, and the EM algorithm
    • A.L. Yuille, P. Stolorz, and J. Utans, "Statistical physics, mixtures of distributions, and the EM algorithm," Neural Computation, Vol. 6, No. 2, pp. 334-340, 1994.
    • (1994) Neural Computation , vol.6 , Issue.2 , pp. 334-340
    • Yuille, A.L.1    Stolorz, P.2    Utans, J.3
  • 27
    • 0029216090 scopus 로고
    • Joint estimation for incorporating MRI anatomic images into SPECT reconstruction
    • Norfolk, Virginia, USA, R. Trendler (Ed.), IEEE
    • Y. Zhang, J. Fessler, N. Clinthorne, and W Rogers, "Joint estimation for incorporating MRI anatomic images into SPECT reconstruction," in IEEE Nucl. Sci. Sym. Med. Imaging Conf., Norfolk, Virginia, USA, 1994, R. Trendler (Ed.), IEEE, pp. 1256-1260.
    • (1994) IEEE Nucl. Sci. Sym. Med. Imaging Conf. , pp. 1256-1260
    • Zhang, Y.1    Fessler, J.2    Clinthorne, N.3    Rogers, W.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.