Abstract
The maximum entropy method of reconstruction is applied to magnetic resonance images. The results indicate that MEM is not a good measure of image quality and that the maximum entropy image is not neccesarily the image we desire.
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References
Henkelman R.M., Bronskill M.J., Artifacts in Magnetic Resonance Imaging. Reviews of Magn. Reson. in Med., 2(1), 1–126, 1987.
Smith M.R., Nichols S.T., Henkelman R.M., Wood M.L., Application of Autoregressive Modelling in Magnetic Resonance Imaging to Remove Noise and Truncation Artifacts. Magn. Reson. Imaging, vol.4,257–261, 1986.
Haacke E.M., Liang Z.P., High Resolution, Limited View Reconstructions. 1987 Topical Conference on Fast Magn. Reson. Imaging Techniques, Cleveland, Ohio, 1987.
Bryan R.K., Skilling J., Deconvolution by Maximum Entropy as Illustrated by Application to the Jet of M87. Mon. Not. Rad. Astron. Soc, 191, 69–79,1980.
Sibusiso S., Skilling J., Brereton R.G., Laue E.D., Stauton J., Maximum Entropy Signal Processing in Practical NMR Spectroscopy. Nature, 311(4), 446–447, 1984.
Collins D.M., Electron Density Images From Imperfect Data by Iterative Entropy Maximization. Nature, 298, 49–51, 1982.
Jaynes E.T., Prior Probabilities. IEEE Trans. Systems, Science and Cybernetics, ssc-4(3), 227–241, 1968.
Ulrych T.J., Bishop T.N., Maximum Entropy Spectral Analysis and Autoregressive Decomposition. Reviews of Geophysics and Space Physics, 131(1), 183–200, 1975.
Shannon C.E., A Mathematical Theory of Communication. Bell Syst. Tech. J., 27, 379–423, 1948.
Gull S.F., Daniell G.J., Image Reconstruction From Incomplete and Noisy Data. Nature vol.272, April 1978.
Skilling J., Bryan R.K., Maximum Entropy Image Reconstruction: General Algorithm. Mon. Not. R. Astron. Soc, 211, 111–124,1984.
Chapman B., Mansfield P., Doyle M., Enhancement of Echo-Planar Images by the Maximum Entropy Method. Proc. SMRM 5th Annual Meeting, vol., 261–262, 1986.
De Simone B.C., DeLuca F., Maraviglia B. Maximum Entropy in Phase-Encoding NMR Imaging. Magn. Reson. Med., 4, 78–82, 1987.
Martin J.F., The Maximum Entropy Method in NMR. J. Magn. Reson., 65, 291–297, 1985.
McVeigh E., Henkelman R.M., Bronskill M.J., Noise and Filtration in MRI. Med. Phys., 12(5), 586–591, 1985.
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© 1989 Springer Science+Business Media Dordrecht
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Constable, R.T., Henkelman, R.M. (1989). Maximum Entropy Reconstruction in Magnetic Resonance Imaging. In: Skilling, J. (eds) Maximum Entropy and Bayesian Methods. Fundamental Theories of Physics, vol 36. Springer, Dordrecht. https://doi.org/10.1007/978-94-015-7860-8_15
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DOI: https://doi.org/10.1007/978-94-015-7860-8_15
Publisher Name: Springer, Dordrecht
Print ISBN: 978-90-481-4044-2
Online ISBN: 978-94-015-7860-8
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