A Bayesian approach to characterising multi-phase flows using magnetic resonance: Application to bubble flows

Journal of Magnetic Resonance

Volumn 209, Issue 1, 2011, Pages 83-87

  Holland, D J ^a   Blake, A ^b   Tayler, A B ^a   Sederman, A J ^a   Gladden, L F ^a  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

^b MICROSOFT RESEARCH   (United Kingdom)

Author keywords

Bayesian analysis; Bubble size distributions; Magnetic resonance; Multi phase flows; Sparse k space

Indexed keywords

BAYESIAN; BAYESIAN ANALYSIS; BAYESIAN APPROACHES; BUBBLE FLOW; BUBBLE SIZE DISTRIBUTIONS; GAS FRACTION; GAS LIQUID FLOWS; K-SPACE; OPTICAL MEASUREMENT; OPTICAL TECHNIQUE; SHORT T2;

BAYESIAN NETWORKS; BUBBLES (IN FLUIDS); MULTIPHASE FLOW; OPTICAL DATA PROCESSING; SIZE DETERMINATION; SIZE DISTRIBUTION;

MAGNETIC RESONANCE;

MICROSPHERE;

ALGORITHM; ARTICLE; AUTOMATED PATTERN RECOGNITION; BAYES THEOREM; COMPUTER ASSISTED DIAGNOSIS; FLOW KINETICS; GAS; IMAGE ENHANCEMENT; METHODOLOGY; NUCLEAR MAGNETIC RESONANCE IMAGING; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY;

ALGORITHMS; BAYES THEOREM; GASES; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MICROSPHERES; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; RHEOLOGY; SENSITIVITY AND SPECIFICITY;

EID: 79951680315     PISSN: 10907807     EISSN: 10960856     Source Type: Journal    
DOI: 10.1016/j.jmr.2010.12.003     Document Type: Article

References (17)

1. P. Mansfield Multi-planar image formation using NMR spin echoes J. Phys. C 10 1977 55 58
2. J. Hennig, A. Nauerth, and H. Friedburg RARE imaging: a fast imaging method for clinical MR Magn. Reson. Med. 3 1986 823 833 (Pubitemid 17233280)
3. A. Haase, J. Frahm, D. Matthaei, W. Hanicke, and K. Merboldt FLASH imaging. Rapid NMR imaging using low flip-angle pulses J. Magn. Reson. 67 1986 258 266
4. S. Saxena, D. Patel, D. Smith, and J. Ruether An assessment of experimental techniques for the measurement of bubble size in a bubble slurry reactor as applied to indirect coal liquefaction Chem. Eng. Commun. 63 1988 87 127
5. A. Cartellier, and J.L. Achard Local phase detection probes in fluid/fluid two-phase flows Rev. Sci. Instrum. 62 1991 279 303
6. R. Mudde, J. Groen, and H. Van Den Akker Application of LDA to bubbly flows Nucl. Eng. Des. 184 1998 329 338 (Pubitemid 128394732)
7. G.L. Bretthorst, C. Hung, D.A. D'Avignon, and J.J.H. Ackerman Bayesian analysis of time-domain magnetic resonance signals J. Magn. Reson. 79 1988 369 376
8. G.L. Bretthorst, W.C. Hutton, J.R. Garbow, and J.J.H. Ackerman Exponential parameter estimation (in NMR) ssing Bayesian probability theory Concepts Magn. Reson. A 27A 2005 55 63 (Pubitemid 43095902)
9. D. Xing, S.J. Gibbs, J.A. Derbyshire, E.J. Fordham, T.A. Carpenter, and L.D. Hall Bayesian analysis for quantitative NMR flow and diffusion imaging J. Magn. Reson. B 106 1995 1 9
10. R.W. Wise, B. Newling, A.R.C. Gates, D. Xing, T.A. Carpenter, and L.D. Hall Measurement of pulsatile flow using MRI and a Bayesian technique of probability analysis Magn. Reson. Imag. 14 1996 173 185 (Pubitemid 26110615)
11. R. Gonzalez, and R. Woods Digital Image Processing 2008 Prentice Hall New Jersey
12. G.A. Barrall, L. Frydman, and G.C. Chingas NMR diffraction and spatial statistics of stationary systems Science 255 1992 714 717
13. P. Callaghan Principles of Nuclear Magnetic Resonance Microscopy 1991 Clarendon Press Oxford
14. W. Deckwer Bubble Column Reactors 1992 Wiley Chichester
15. A. Cardenas-Blanco, C. Tejos, P. Irarrazaval, and I. Cameron Noise in magnitude magnetic resonance images Concepts Magn. Reson. A 32A 2008 409 416
16. R. Clift, J. Grace, and M. Weber Bubbles, Drops, and Particles 1978 Academic Press New York
17. S. Emid, and J. Creyghton High resolution NMR imaging in solids Physica B 128 1985 81 83 (Pubitemid 15464352)