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Volumn 27, Issue 3, 2008, Pages 413-424

Analysis of resolution and noise properties of nonquadratically regularized image reconstruction methods for PET

Author keywords

Image resolution; Noise; Positron emission tomography (PET); Regularization; Statistical image reconstruction

Indexed keywords

APPROXIMATION THEORY; COMPUTATIONAL EFFICIENCY; IMAGE ANALYSIS; IMAGE RESOLUTION; PERTURBATION TECHNIQUES; POSITRON EMISSION TOMOGRAPHY;

EID: 40149109896     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2007.911549     Document Type: Article
Times cited : (54)

References (50)
  • 1
    • 0030241912 scopus 로고    scopus 로고
    • Spatial resolution properties of penalized-likelihood image reconstruction methods: Space-invariant tomographs
    • Sep
    • J. A. Fessier and W. L. Rogers, "Spatial resolution properties of penalized-likelihood image reconstruction methods: Space-invariant tomographs," IEEE Trans. Image Process., vol. 5, no. 9, pp. 1346-1358, Sep. 1996.
    • (1996) IEEE Trans. Image Process , vol.5 , Issue.9 , pp. 1346-1358
    • Fessier, J.A.1    Rogers, W.L.2
  • 2
    • 0030109465 scopus 로고    scopus 로고
    • Mean and variance of implicitly defined biased estimators (such as penalized maximum likelihood): Applications to tomography
    • Mar
    • J. A. Fessier, "Mean and variance of implicitly defined biased estimators (such as penalized maximum likelihood): Applications to tomography," IEEE Trans. Image Process., vol. 5, no. 3, pp. 493-506, Mar. 1996.
    • (1996) IEEE Trans. Image Process , vol.5 , Issue.3 , pp. 493-506
    • Fessier, J.A.1
  • 3
    • 0031380203 scopus 로고    scopus 로고
    • Approximate variance images for penalized-likelihood image reconstruction
    • J. A. Fessier, "Approximate variance images for penalized-likelihood image reconstruction," in Proc. IEEE Nucl. Sci. Symp. Med. Imag. Conf., 1997, vol. 2, pp. 949-952.
    • (1997) Proc. IEEE Nucl. Sci. Symp. Med. Imag. Conf , vol.2 , pp. 949-952
    • Fessier, J.A.1
  • 4
    • 0032589150 scopus 로고    scopus 로고
    • A theoretical study of the contrast recovery and variance of MAP reconstructions for PET data
    • Apr
    • J. Qi and R. M. Leahy, "A theoretical study of the contrast recovery and variance of MAP reconstructions for PET data," IEEE Trans. Med. Imag., vol. 18, no. 4, pp. 293-305, Apr. 1999.
    • (1999) IEEE Trans. Med. Imag , vol.18 , Issue.4 , pp. 293-305
    • Qi, J.1    Leahy, R.M.2
  • 5
    • 0034178287 scopus 로고    scopus 로고
    • Resolution and noise properties MAP reconstruction for fully 3-D PET
    • May
    • J. Qi and R. M. Leahy, "Resolution and noise properties MAP reconstruction for fully 3-D PET," IEEE Trans. Med Imag., vol. 19, no. 5, pp. 493-506, May 2000.
    • (2000) IEEE Trans. Med Imag , vol.19 , Issue.5 , pp. 493-506
    • Qi, J.1    Leahy, R.M.2
  • 6
    • 10044260840 scopus 로고    scopus 로고
    • Efficient calculation of resolution and covariance for penalized-likelihood reconstruction in fully 3-D SPECT
    • Dec
    • J. W. Stayman and J. A. Fessier, "Efficient calculation of resolution and covariance for penalized-likelihood reconstruction in fully 3-D SPECT," IEEE Trans. Med. Imag., vol. 23, no. 12, pp. 1543-1556, Dec. 2004.
    • (2004) IEEE Trans. Med. Imag , vol.23 , Issue.12 , pp. 1543-1556
    • Stayman, J.W.1    Fessier, J.A.2
  • 7
    • 31644440002 scopus 로고    scopus 로고
    • Mean and covariance properties of dynamic PET reconstructions from, list-mode data
    • Jan
    • E. Asma and R. M. Leahy, "Mean and covariance properties of dynamic PET reconstructions from, list-mode data," IEEE Trans. Med. Imag., vol. 25, no. 1, pp. 42-54, Jan. 2006.
    • (2006) IEEE Trans. Med. Imag , vol.25 , Issue.1 , pp. 42-54
    • Asma, E.1    Leahy, R.M.2
  • 8
    • 33847781361 scopus 로고    scopus 로고
    • Fast predictions of variance images for fan-beam transmission tomography with quadratic regularization
    • Mar
    • Y. Zhang-O'Connor and J. A. Fessler, "Fast predictions of variance images for fan-beam transmission tomography with quadratic regularization," IEEE Trans. Med. Imag., vol. 26, no. 3, pp. 335-346, Mar. 2007.
    • (2007) IEEE Trans. Med. Imag , vol.26 , Issue.3 , pp. 335-346
    • Zhang-O'Connor, Y.1    Fessler, J.A.2
  • 9
    • 0023670085 scopus 로고
    • Stopping rule for the MLE algorithm based on statistical hypothesis testing
    • Dec
    • E. Veklerov and J. Llacer, "Stopping rule for the MLE algorithm based on statistical hypothesis testing," IEEE Trans. Med Imag., vol. 6, no. 4, pp. 313-319, Dec. 1987.
    • (1987) IEEE Trans. Med Imag , vol.6 , Issue.4 , pp. 313-319
    • Veklerov, E.1    Llacer, J.2
  • 10
    • 0032655433 scopus 로고    scopus 로고
    • Conjugate-gradient preconditioning methods for shift-variant PET image reconstruction
    • May
    • J. A. Fessier and S. D. Booth, "Conjugate-gradient preconditioning methods for shift-variant PET image reconstruction," IEEE Trans. Image Process., vol. 8, no. 5, pp. 688-99, May 1999.
    • (1999) IEEE Trans. Image Process , vol.8 , Issue.5 , pp. 688-699
    • Fessier, J.A.1    Booth, S.D.2
  • 11
    • 0034244956 scopus 로고    scopus 로고
    • Covariance approximation for fast and accurate computation of channelized Hotelling observer statistics
    • Aug
    • P. Bonetto, J. Qi, and R. M. Leahy, "Covariance approximation for fast and accurate computation of channelized Hotelling observer statistics," IEEE Trans. Nucl. Sci., vol. 47, no. 4, pp. 1567-1572, Aug. 2000.
    • (2000) IEEE Trans. Nucl. Sci , vol.47 , Issue.4 , pp. 1567-1572
    • Bonetto, P.1    Qi, J.2    Leahy, R.M.3
  • 12
    • 0035413318 scopus 로고    scopus 로고
    • Theoretical study of lesion detectability of MAP reconstruction using computer observers
    • Aug
    • J. Qi and R. H. Huesman, "Theoretical study of lesion detectability of MAP reconstruction using computer observers," IEEE Trans. Med. Imag., vol. 20, no. 8, pp. 815-822, Aug. 2001.
    • (2001) IEEE Trans. Med. Imag , vol.20 , Issue.8 , pp. 815-822
    • Qi, J.1    Huesman, R.H.2
  • 13
    • 0345329317 scopus 로고    scopus 로고
    • Rapid calculation of detectability in Bayesian single photon emission computed tomography
    • Nov
    • Y. Xing, I.-T. Hsiao, and G. Gindi, "Rapid calculation of detectability in Bayesian single photon emission computed tomography," Phys. Med. Biol., vol. 48, no. 22, pp. 3755-3773, Nov. 2003.
    • (2003) Phys. Med. Biol , vol.48 , Issue.22 , pp. 3755-3773
    • Xing, Y.1    Hsiao, I.-T.2    Gindi, G.3
  • 14
    • 1642402943 scopus 로고    scopus 로고
    • Analysis of lesion detectability in Bayesian emission reconstruction with nonstationary object variability
    • Mar
    • J. Qi, "Analysis of lesion detectability in Bayesian emission reconstruction with nonstationary object variability," IEEE Trans. Med. Imag., vol. 23, no. 3, pp. 321-329, Mar. 2004.
    • (2004) IEEE Trans. Med. Imag , vol.23 , Issue.3 , pp. 321-329
    • Qi, J.1
  • 15
    • 17144410022 scopus 로고    scopus 로고
    • Fast LROC analysis of Bayesian reconstructed emission tomographic images using model observers
    • Apr
    • P. Khurd and G. Gindi, "Fast LROC analysis of Bayesian reconstructed emission tomographic images using model observers," Phys. Med Biol., vol. 50, pp. 1519-1532, Apr. 2005.
    • (2005) Phys. Med Biol , vol.50 , pp. 1519-1532
    • Khurd, P.1    Gindi, G.2
  • 16
    • 17144400737 scopus 로고    scopus 로고
    • Rapid computation of LROC figures of merit using numerical observers (for SPECT/PET reconstruction)
    • Jun
    • P. Khurd and G. Gindi, "Rapid computation of LROC figures of merit using numerical observers (for SPECT/PET reconstruction)," IEEE Trans. Nucl. Sci., vol. 52, no. 3, pp. 618-626, Jun. 2005.
    • (2005) IEEE Trans. Nucl. Sci , vol.52 , Issue.3 , pp. 618-626
    • Khurd, P.1    Gindi, G.2
  • 17
    • 31644433936 scopus 로고    scopus 로고
    • Analysis of observer performance in known-location tasks for tomographic image reconstruction
    • Jan
    • A. Yendiki and J. A. Fessler, "Analysis of observer performance in known-location tasks for tomographic image reconstruction," IEEE Trans. Med. Imag., vol. 25, no. 1, pp. 28-41, Jan. 2006.
    • (2006) IEEE Trans. Med. Imag , vol.25 , Issue.1 , pp. 28-41
    • Yendiki, A.1    Fessler, J.A.2
  • 18
    • 33646419785 scopus 로고    scopus 로고
    • Theoretical study of penalized-likelihood image reconstruction for region of interest quantification
    • May
    • J. Qi and R. H. Huesman, "Theoretical study of penalized-likelihood image reconstruction for region of interest quantification," IEEE Trans. Med Imag., vol. 25, no. 5, pp. 640-648, May 2006.
    • (2006) IEEE Trans. Med Imag , vol.25 , Issue.5 , pp. 640-648
    • Qi, J.1    Huesman, R.H.2
  • 19
    • 33746831644 scopus 로고    scopus 로고
    • Penalized maximum-likelihood image reconstruction for lesion detection
    • Aug
    • J. Qi and R. H. Huesman, "Penalized maximum-likelihood image reconstruction for lesion detection," Phys. Med. Biol., vol. 51, no. 16, pp. 4017-4029, Aug. 2006.
    • (2006) Phys. Med. Biol , vol.51 , Issue.16 , pp. 4017-4029
    • Qi, J.1    Huesman, R.H.2
  • 20
    • 0002030206 scopus 로고
    • Bayesian image analysis: An application to single photon emission, tomography
    • S. Geman and D. E. McClure, "Bayesian image analysis: An application to single photon emission, tomography," in Proc. Stat. Comp. Sect. Amer. Stat. Assoc., 1985, pp. 12-18.
    • (1985) Proc. Stat. Comp. Sect. Amer. Stat. Assoc , pp. 12-18
    • Geman, S.1    McClure, D.E.2
  • 21
    • 0024681039 scopus 로고
    • A generalized EM algorithm for 3-D Bayesian reconsttuction from Poisson data using Gibbs priors
    • Jun
    • T. Hebert and R. M. Leahy, "A generalized EM algorithm for 3-D Bayesian reconsttuction from Poisson data using Gibbs priors," IEEE Trans. Med. Imag., vol. 8, no. 2, pp. 194-202, Jun. 1989.
    • (1989) IEEE Trans. Med. Imag , vol.8 , Issue.2 , pp. 194-202
    • Hebert, T.1    Leahy, R.M.2
  • 22
    • 0025404969 scopus 로고
    • Bayesian reconstructions from emission tomography data using a modified EM algorithm
    • Mar
    • P. J. Green, "Bayesian reconstructions from emission tomography data using a modified EM algorithm," IEEE Trans. Med. Imag., vol. 9, no. 1, pp. 84-93, Mar. 1990.
    • (1990) IEEE Trans. Med. Imag , vol.9 , Issue.1 , pp. 84-93
    • Green, P.J.1
  • 23
    • 0025587714 scopus 로고
    • Convergence of EM image reconstruction algorithms with Gibbs smoothing
    • Dec
    • K. Lange, "Convergence of EM image reconstruction algorithms with Gibbs smoothing," IEEE Trans. Med. Imag., vol. 9, no. 4, pp. 439-446, Dec. 1990.
    • (1990) IEEE Trans. Med. Imag , vol.9 , Issue.4 , pp. 439-446
    • Lange, K.1
  • 24
    • 0027624429 scopus 로고
    • A generalized Gaussian image model for edge-preserving MAP estimation
    • Jul
    • C. Bouman and K. Sauer, "A generalized Gaussian image model for edge-preserving MAP estimation," IEEE Trans. Image Process., vol. 2, no. 3, pp. 296-310, Jul. 1993.
    • (1993) IEEE Trans. Image Process , vol.2 , Issue.3 , pp. 296-310
    • Bouman, C.1    Sauer, K.2
  • 25
    • 0031077064 scopus 로고    scopus 로고
    • Deterministic edge-preserving regularization in computed imaging
    • Feb
    • P. Charbonnier, L. Blanc-Féraud, G. Aubert, and M. Barlaud, "Deterministic edge-preserving regularization in computed imaging," IEEE Trans. Image Process., vol. 6, no. 2, pp. 298-311, Feb. 1997.
    • (1997) IEEE Trans. Image Process , vol.6 , Issue.2 , pp. 298-311
    • Charbonnier, P.1    Blanc-Féraud, L.2    Aubert, G.3    Barlaud, M.4
  • 26
    • 0036464522 scopus 로고    scopus 로고
    • A concave prior penalizing relative differences for maximum-a-posteriori reconstruction in emission tomography
    • Feb
    • J. Nuyts, D. Beque, P. Dupont, and L. Mortelmans, "A concave prior penalizing relative differences for maximum-a-posteriori reconstruction in emission tomography," IEEE Trans. Nucl. Sci., vol. 49, no. 1, pp. 56-60, Feb. 2002.
    • (2002) IEEE Trans. Nucl. Sci , vol.49 , Issue.1 , pp. 56-60
    • Nuyts, J.1    Beque, D.2    Dupont, P.3    Mortelmans, L.4
  • 27
    • 0026870457 scopus 로고
    • Simulation evaluation of Gibbs prior distribution for use in maximum a posteriori-EM SPECT reconstructions
    • Jun
    • D. S. Lalush and B. M. W. Tsui, "Simulation evaluation of Gibbs prior distribution for use in maximum a posteriori-EM SPECT reconstructions, " IEEE Trans. Med. Imag., vol. 11, no. 2, pp. 267-275, Jun. 1992.
    • (1992) IEEE Trans. Med. Imag , vol.11 , Issue.2 , pp. 267-275
    • Lalush, D.S.1    Tsui, B.M.W.2
  • 28
    • 0027215377 scopus 로고
    • A generalized Gibbs prior for maximum a posteriori reconstruction in SPECT
    • Jun
    • D. S. Lalush and B. M. W. Tsui, "A generalized Gibbs prior for maximum a posteriori reconstruction in SPECT," Phys. Med Biol., vol. 38, no. 6, pp. 729-741, Jun. 1993.
    • (1993) Phys. Med Biol , vol.38 , Issue.6 , pp. 729-741
    • Lalush, D.S.1    Tsui, B.M.W.2
  • 29
    • 0016984643 scopus 로고
    • A maximum likelihood approach to emission image reconstruction from projections
    • A. J. Rockmore and A. Macovski, "A maximum likelihood approach to emission image reconstruction from projections," IEEE Trans. Nucl. Sci., vol. 23, pp. 1428-1432, 1976.
    • (1976) IEEE Trans. Nucl. Sci , vol.23 , pp. 1428-1432
    • Rockmore, A.J.1    Macovski, A.2
  • 30
    • 0022888626 scopus 로고
    • Quantitation in positron emission computed tomography: 7 a technique to reduce noise in accidental coincidence measurements and coincidence efficiency calibration
    • M. E. Casey and E. J. Hoffman, "Quantitation in positron emission computed tomography: 7 a technique to reduce noise in accidental coincidence measurements and coincidence efficiency calibration," J. Comput. Assist. Tomogr., vol. 10, no. 5, pp. 845-850, 1986.
    • (1986) J. Comput. Assist. Tomogr , vol.10 , Issue.5 , pp. 845-850
    • Casey, M.E.1    Hoffman, E.J.2
  • 31
    • 0030067225 scopus 로고    scopus 로고
    • Model-based scatter correction for fully 3-D PET
    • Jan
    • J. M. Ollinger, "Model-based scatter correction for fully 3-D PET," Phys. Med. Biol., vol. 41, no. 1, pp. 153-76, Jan. 1996.
    • (1996) Phys. Med. Biol , vol.41 , Issue.1 , pp. 153-176
    • Ollinger, J.M.1
  • 32
    • 0032002170 scopus 로고    scopus 로고
    • Globally convergent edge-preserving regularized reconstruction: An application to limited-angle tomography
    • Feb
    • A. H. Delaney and Y. Bresler, "Globally convergent edge-preserving regularized reconstruction: An application to limited-angle tomography," IEEE Trans. Image Process., vol. 7, no. 2, pp. 204-221, Feb. 1998.
    • (1998) IEEE Trans. Image Process , vol.7 , Issue.2 , pp. 204-221
    • Delaney, A.H.1    Bresler, Y.2
  • 33
    • 0003655416 scopus 로고
    • 3rd ed. Englewood Cliffs, NJ: PrenticeHall
    • H. L. Royden, Real Analysis, 3rd ed. Englewood Cliffs, NJ: PrenticeHall, 1988.
    • (1988) Real Analysis
    • Royden, H.L.1
  • 34
    • 0036462553 scopus 로고    scopus 로고
    • Statistical image reconstruction for polyenergetic X-ray computed tomography
    • Feb
    • I. A. Elbakri and J. A. Fessler, "Statistical image reconstruction for polyenergetic X-ray computed tomography," IEEE Trans. Med. Imag., vol. 21, no. 2, pp. 89-99, Feb. 2002.
    • (2002) IEEE Trans. Med. Imag , vol.21 , Issue.2 , pp. 89-99
    • Elbakri, I.A.1    Fessler, J.A.2
  • 35
    • 7244247166 scopus 로고    scopus 로고
    • Noise reduction and convergence of Bayesian algorithms with blobs based on the Huber function and median root prior
    • W. Chlewicki, F. Hermansen, and S. B. Hansen, "Noise reduction and convergence of Bayesian algorithms with blobs based on the Huber function and median root prior," Phys. Med. Biol., vol. 49, pp. 4717-4730, 2004.
    • (2004) Phys. Med. Biol , vol.49 , pp. 4717-4730
    • Chlewicki, W.1    Hermansen, F.2    Hansen, S.B.3
  • 36
    • 23844500693 scopus 로고    scopus 로고
    • Partial volume effect compensation for quantitative brain SPECT imaging
    • Aug
    • Y. Du, B. M. W. Tsui, and E. C. Frey, "Partial volume effect compensation for quantitative brain SPECT imaging," IEEE Trans. Med. Imag., vol. 24, no. 8, pp. 969-976, Aug. 2005.
    • (2005) IEEE Trans. Med. Imag , vol.24 , Issue.8 , pp. 969-976
    • Du, Y.1    Tsui, B.M.W.2    Frey, E.C.3
  • 37
    • 33746367762 scopus 로고    scopus 로고
    • Study of relative quantification of Tc-99 m with partial volume effect and spillover correction for SPECT oncology imaging
    • Jun
    • G. Boening, P. H. Pretorius, and M. A. King, "Study of relative quantification of Tc-99 m with partial volume effect and spillover correction for SPECT oncology imaging," IEEE Trans. Nucl. Sci., vol. 53, no. 3, pp. 1205-1212, Jun. 2006.
    • (2006) IEEE Trans. Nucl. Sci , vol.53 , Issue.3 , pp. 1205-1212
    • Boening, G.1    Pretorius, P.H.2    King, M.A.3
  • 38
    • 1642315422 scopus 로고    scopus 로고
    • Compensation for nonuniform resolution using penalized-likelihood reconstruction in space-variant imaging systems
    • Mar
    • J. W. Stayman and J. A. Fessler, "Compensation for nonuniform resolution using penalized-likelihood reconstruction in space-variant imaging systems," IEEE Trans. Med. Imag., vol. 23, no. 3, pp. 269-284, Mar. 2004.
    • (2004) IEEE Trans. Med. Imag , vol.23 , Issue.3 , pp. 269-284
    • Stayman, J.W.1    Fessler, J.A.2
  • 39
    • 0034195227 scopus 로고    scopus 로고
    • Regularization for uniform spatial resolution properties in penalized-likelihood image reconstruction
    • June
    • J. W. Stayman and J. A. Fessler, "Regularization for uniform spatial resolution properties in penalized-likelihood image reconstruction," IEEE Trans. Med. Imag., vol 19, no. 6, pp. 601-615, June 2000.
    • (2000) IEEE Trans. Med. Imag , vol.19 , Issue.6 , pp. 601-615
    • Stayman, J.W.1    Fessler, J.A.2
  • 40
    • 33750964224 scopus 로고    scopus 로고
    • Spatial resolution properties of nonquadratically regularized image reconstruction for PET
    • S. Ahn and R. M. Leahy, "Spatial resolution properties of nonquadratically regularized image reconstruction for PET," in Proc. IEEE Intl. Symp. Biomed. Imag., 2006, pp. 287-290.
    • (2006) Proc. IEEE Intl. Symp. Biomed. Imag , pp. 287-290
    • Ahn, S.1    Leahy, R.M.2
  • 41
    • 0038444390 scopus 로고    scopus 로고
    • Globally convergent image reconstruction for emission tomography using relaxed ordered subsets algorithms
    • May
    • 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
  • 45
    • 4444326487 scopus 로고    scopus 로고
    • Accurate estimation of the Fisher information matrix for the PET Image reconstruction problem
    • Sep
    • Q. Li, E. Asma, J. Qi, J. R. Bading, and R. M. Leahy, "Accurate estimation of the Fisher information matrix for the PET Image reconstruction problem," IEEE Trans. Med. Imag., vol. 23, no. 9, pp. 1057-1064, Sep. 2004.
    • (2004) IEEE Trans. Med. Imag , vol.23 , Issue.9 , pp. 1057-1064
    • Li, Q.1    Asma, E.2    Qi, J.3    Bading, J.R.4    Leahy, R.M.5
  • 46
    • 40149083603 scopus 로고
    • ASPIRE 3.0 user's guide: A sparse iterative reconstruction library Commun. Sign. Process. Lab., Dept. EECS, Univ. Michigan, Ann Arbor
    • Tech. Rep. 293, Jul
    • J. A. Fessler, ASPIRE 3.0 user's guide: A sparse iterative reconstruction library Commun. Sign. Process. Lab., Dept. EECS, Univ. Michigan, Ann Arbor, Tech. Rep. 293, Jul. 1995.
    • (1995)
    • Fessler, J.A.1
  • 47
    • 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, no. 9, pp. 801-814, Sep. 1999.
    • (1999) IEEE Trans. Med. Imag , vol.18 , Issue.9 , pp. 801-814
    • Erdogan, H.1    Fessler, J.A.2
  • 48
    • 0018367149 scopus 로고
    • Quantitation in positron emission computed tomography: 1 Effect of object size
    • E. J. Hoffman, S. C. Huang, and M. E. Phelps, "Quantitation in positron emission computed tomography: 1 Effect of object size," J. Comput. Assist. Tomogr., vol. 3, no. 3, pp. 299-308, 1979.
    • (1979) J. Comput. Assist. Tomogr , vol.3 , Issue.3 , pp. 299-308
    • Hoffman, E.J.1    Huang, S.C.2    Phelps, M.E.3
  • 50
    • 33746926760 scopus 로고    scopus 로고
    • Comparison of lesion detection and quantification in MAP reconstruction with Gaussian and non-Gaussian priors
    • Online, Available
    • J. Qi, "Comparison of lesion detection and quantification in MAP reconstruction with Gaussian and non-Gaussian priors," Int. J. Biomed. Imag., 2006 [Online]. Available: http://www.hindawi.com/GetArticle.aspx?doi= 10.1155/IJBI/2006/87567
    • (2006) Int. J. Biomed. Imag
    • Qi, J.1


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