Bayesian image decomposition applied to relaxographic imaging

International Journal of Imaging Systems and Technology

Volumn 15, Issue 1, 2005, Pages 2-9

  Brown, Truman R ^d   Ochs, Michael F ^a   Rooney, William D ^b   Stoyanova, Radka S ^a   Li, Xin ^b,c   Springer Jr , Charles S ^b,c  

^a FOX CHASE CANCER CENTER   (United States)

^b OREGON HEALTH AND SCIENCE UNIVERSITY   (United States)

^c STONY BROOK UNIVERSITY   (United States)

^d Och Spine at New York Presbyterian Hospitals   (United States)

Author keywords

Brain; Intravoxel segmentation; Inversion recovery; Matrix decomposition; MRI; Multiple sclerosis; Super resolution

Indexed keywords

INTRAVOXEL SEGMENTATION; INVERSION RECOVERY; MATRIX DECOMPOSITION; MULTIPLE SCLEROSIS; SUPER-RESOLUTION;

BRAIN; IMAGE ANALYSIS; IMAGE SEGMENTATION; MAGNETIC RESONANCE IMAGING; MAGNETIZATION; TISSUE;

IMAGING SYSTEMS;

EID: 25444522277     PISSN: 08999457     EISSN: None     Source Type: Journal    
DOI: 10.1002/ima.20033     Document Type: Article

References (19)

1. J. Besag, P.J. Green, D. Higdon, and K. Mengersen, Bayesian computation and stochastic systems, Stat Sci 10 (1995), 3-66.
2. D.P.J. Boisvert, Y. Handa, and P.S. Allen, Proton relaxation in acute and subacute ischemic brain edema, Adv Neurol 52 (1990), 407-413.
3. T.R. Brown and R. Stoyanova, NMR spectral quantitation by principal-component analysis. II. Determination of frequency and phase shifts, J Magn Reson B 112 (1996), 32-43.
4. D. Gamerman, Markov chain Monte Carlo, 1st edition, CRC Press, Boca Raton, FL, 1998, p. 264.
5. S. Geman and D. Oeman, Stochastic relaxation, Gibbs distributions, and Bayesian restoration of images, IEEE Trans Pattern Anal Mach Intell 6 (1984), 721-741.
6. P.A.d.F.R. Hojen-Sorensen, O. Winther, and L.K. Hansen, Mean field approaches to independent component analysis, Neural Comput 14 (2002), 889-918.
7. R.L. Kamman, K.G. Go, and H.J.C. Berendsen, Proton-nuclear magnetic resonance relaxation times in brain edema, Adv Neurol 53 (1990), 401-405.
8. S. Kirkpatrick, C. Gelatt, and M. Vecchi, Optimization by simulated annealing, Science 220 (1983), 671-680.
9. C. Labadie, J-H. Lee, G. Vetek, and C.S. Springer Jr., Relaxographic imaging, J Magn Reson B 105 (1994), 99-112.
10. D. Lacomis, M. Osbakken, and G. Gross, Spin-lattice relaxation (T1) times of cerebral white matter in multiple sclerosis, Magn Reson Med 3 (1986), 194-202.
11. H.B. Larsson, J. Frederiksen, L. Kjaer, O. Henriksen, and J. Diesen, In vivo determination of T1 and T2 in the brain of patients with severe but stable multiple sclerosis, Magn Reson Med 7 (1988), 43-55.
12. D. Miller, G. Johnson, P.S. Tofts, D. MacManus, and W.I. McDonald, Precise relaxation time measurements of normal-appearing white matter in inflammatory central nervous system disease, Magn Reson Med 11 (1989), 331-336.
13. S. Naruse, Y. Horikawa, C. Tanaka, K. Hirakawa, H. Nishikawa, and K. Yoshizaki, Significance of proton relaxation time measurement in brain edema, cerebral infarction and brain tumors, Magn Reson Imag 4 (1986), 293-304.
14. M.F. Ochs, R.S. Stoyanova, F. Arias-Mendoza, and T.R. Brown, A new method for spectral decomposition using a bilinear Bayesian approach, J Magn Reson 137 (1999), 161-76.
15. L.O. Randall, Chemical topography of the brain, J Biol Chem 124 (1938), 481-488.
16. W.D. Rooney, T. Ebisu, A. Mancuso, S. Graham, M.W. Weiner, and A.A. Maudsley, Metabolite IH relaxation in normal and hyponatremic brain, Magn Reson Med 35 (1996), 688-696.
17. M.K. Sammi, C.A. Felder, J.S. Fowler, J-H. Lee, A.V. Levy, X. Li, J. Logan, I. Palyka, W.D. Rooney, N.D. Volkow, G.J. Wang, and C.S. Springer Jr., Intimate combination of low- and high-resolution data: I. Real-space PET and (1)H(2)O MRI, PETAMRI, Mag Reson Med 42 (1999), 345-360.
18. S. Sibisi and J. Skilling, Prior distributions on measure space, J Roy Stat Soc B Stat Meth 59 (1997), 217-235.
19. R. Stoyanova, A.C. Kuesel, and T.R. Brown, Application of principal component analysis for NMR spectral quantitation, J Magn Reson A 115 (1995), 265-269.