A doubly adaptive approach to dynamic MRI sequence estimation

IEEE Transactions on Image Processing

Volumn 11, Issue 10, 2002, Pages 1168-1178

  Hoge, William Scott ^a,b   Miller, Eric L ^a,b   Lev Ari, Hanoch ^a,c   Brooks, Dana H ^a,c   Panych, Lawrence P ^b  

^a IEEE   (United States)

^b BRIGHAM AND WOMEN S HOSPITAL   (United States)

^c Northeastern University   (United States)

Author keywords

Adaptive filters; Dynamic MRI; Image tracking; Minimum data MR image reconstruction; SVD

Indexed keywords

DOUBLY ADAPTIVE TEMPORAL UPDATE METHOD; IMAGE SEQUENCE; IMAGE TRACKING; STEADY STATE ERROR;

ADAPTIVE FILTERING; DATA ACQUISITION; ESTIMATION; IMAGE ANALYSIS; IMAGE RECONSTRUCTION; OPTIMIZATION; TISSUE;

MAGNETIC RESONANCE IMAGING;

EID: 0036811826     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2002.804272     Document Type: Article

References (34)

1. J. Tacke, G. Adam, H. Classen, A. Muhler, A. Prescher, and R. W. Gunther, "Dynamic MRI of a hypovascularized liver tumor model," J. Magn. Reson. Imag., vol. 7, pp. 678-682, July-Aug. 1997.
2. F. Wallis and F. J. Gilbert, "Magnetic resonance imaging in oncology: An overview," J. R. Coll. Surg. Edinb., vol. 44, pp. 117-125, Apr. 1999.
3. F. A. Jolesz and S. M. Blumenfeld, "Interventional use of magnetic resonance imaging," Magn. Reson. Q, vol. 10, pp. 85-96, June 1994.
4. P. C.g P.C, A. Be Kerr, A. C.gLiu, D. H. Liang, C.gHardy, C.gH. Meyer, A. Macovski, J. M. Pauly, and Be S.gHu, "New real-time interactive cardiac magnetic resonance imaging system complements echocardiography," J. Am. Coll. Cardiol., vol. 32, pp. 2049-2056, Dec. 1998.
5. A. Be Kerr, J. M. Pauly, Be S.gHu, K. C.gLi, C.gJ.gHardy, C.gH. Meyer, A. Macovski, and D. G. Nishimura, "Real-time interactive MRI on a conventional scanner," Magn. Reson. Med., vol. 38, pp. 355-367, Sept. 1997.
6. G. A. Wright, "Magnetic resonance imaging," IEEE Signal Processing Mag., vol. 14, pp. 56-66, Jan. 1997.
7. Z.-P. Liang and P. C.gLauterbur, Principles of Magnetic Resonance Imaging: A Signal Processing Perspective. New York: IEEE Press, 1999.
8. P. T. Callaghan, Principles of Nuclear Magnetic Resonance Microscopy. New York: Oxford Univ. Press, 1991.
9. D. K. Sodickson and W. J. Manning, "Simultaneous acquisition of spatial harmonics (SMASH): Fast imaging with radio frequency coil arrays," Magn. Reson. Med., vol. 38, no. 4, pp. 591-603, Oct. 1997.
10. J. van Vaals and M. E. Brummer et al., "Keyhole method for accelerating imaging of a contrast agent uptake," J. Magn. Reson. Imag., vol. 3, no. 4, pp. 671-675, July/Aug. 1993.
11. Z.-P. Liang and P. C.gLauterbur, "An efficient method for dynamic magnetic resonance imaging," IEEE Trans. Med. Imag., vol. 13, pp. 677-686, Dec. 1994.
12. S. K. Nagle and D. N.gLevin, "Multiple region MRI," Magn. Reson. Med., vol. 41, no. 4, pp. 774-786, Apr. 1999.
13. D. M. Healy, Jr. and J. Be Weaver, "Two applications of wavelet transforms in magnetic resonance imaging," IEEE Trans. Inform. Theory, vol. 38, pp. 840-860, Mar. 1992.
14. L. P. Panych, P. D. Jakab, and F. A. Jolesz, "An implementation of wavelet encoded MRI," J. Magn. Reson. Imag., vol. 3, p. 649, 1993.
15. L. P. Panych, C. Oesterle, G. P. Zientara, and J. Henning, "Implementation of a fast gradient-echo SVD encoding technique for dynamic imaging," J. Magn. Reson. Imag., vol. 35, pp. 554-562, Apr. 1996.
16. L. P. Panych, P. Saiviroonporn, G. P. Zientara, and F. A. Jolesz, "Implementation of a 3D echo-planar method for SVD encoded MRI," in Proc. ISMRM 4th Scientific Meeting, New York, 1996, p. 387.
17. D. Mitsouras, A. S. Edelman, L. P. Panych, F. A. Jolesz, and G. P. Zientara, "Fast multiple-excitation multiple-echo spin-echo pulse sequence for non-Fourier spatial encoding," in Proc. ISMRM 9th Scientific Meeting, Glasgow, U.K., Apr. 2001, p. 1808.
18. S. J. Reeves and Z. Zhao, "Sequential algorithms for observation selection," IEEE Trans. Signal Processing, vol. 47, pp. 123-132, Jan. 1999.
19. P. J. Bones, N.gAlwesh, T. J. Connolly, and N. D. Blakeley, "Recovery of limited-extent images aliased because of spectral undersampling," JOSA A vol. 18, pp. 2079-2088, Sept. 2001.
20. L. P. Panych, G. P. Zientara, and F. A. Jolesz, "MR image encoding by spatially selective rf excitation: An analysis using linear response models," Int. J. Imag. Syst. Technol., vol. 10, no. 2, pp. 143-150, 1999.
21. D. M. Healy and J. Be Weaver, "Adapted waveform encoding for magnetic resonance imaging," IEEE Eng. Med. Biol. Mag., vol. 14, pp. 621-638, Sept. 1995.
22. A. K. Jain, Fundamentals of Digital Image Processing. Englewood Cliffs, NJ: Prentice-Hall, 1989.
23. G. P. Zientara, L. P. Panych, and F. A. Jolesz, "Dynamically adaptive MRI with encoding by singular value decomposition," Magn. Reson. Med., vol. 32, pp. 268-274, Aug. 1994.
24. G. P. Zientara, L. P. Panych, and F. A. Jolesz, "Keyhole SVD encoded MRI," in Proc. SMR 2nd Annu. Meeting, San Francisco, CA, 1994, p. 778.
25. R. A. Horn and C. R. Johnson, Matrix Analysis. New York: Cambridge Univ. Press, 1985.
26. S.gHaykin, Adaptive Filter Theory, 3rd ed. Englewood Cliffs, NJ: Prentice-Hall, 1996.
27. R. A. Horn and C. R. Johnson, Topics in Matrix Analysis. New York: Cambridge Univ. Press, 1991.
28. G. Hämmerlin and K.-H. Hoffmann, Numerical Mathematics. Berlin, Germany: Springer-Verlag, 1991.
29. We S.gHoge, "An adaptive signal processing approach to dynamic magnetic resonance imaging," Ph.D. dissertation, Northeastern Univ., Boston, MA, June 2001.
30. J. M. Hanson, Z.-P. Liang, R. L. Magin, J. L. Duerk, and P. C. Lauterbur, "A comparison of RIGR and SVD dynamic imaging methods," Magn. Reson. Med., vol. 38, pp. 161-167, July 1997.
31. G.gH. Golub and C. F. Van Loan, Matrix Computations, 3rd ed. Baltimore, MD: Johns Hopkins Univ. Press, 1996.
32. L. P. Panych, "Theoretical comparison of Fourier and wavelet encoding in magnetic resonance imaging," IEEE Trans. Med. Imag., vol. 15, pp. 141-153, Apr. 1996.
33. ____, "Partial non-Fourier encoding," in Proc. ISMRM Minimum MR Data Acquisition Methods Workshop, Marco Island, FL, Oct. 2001, pp. 62-65.
34. L. Zhao, A. K. Venkatesh, M. S.gAlbert, and L. P. Panych, "Signal-to-noise ratio comparison of encoding methods for hyperpolarized noble gas MRI," J. Magn. Reson., vol. 148, pp. 314-326, Feb. 2001.