Using an Image Database to Constrain the Acquisition and Reconstruction of MR Images of the Human Head

IEEE Transactions on Medical Imaging

Volumn 14, Issue 2, 1995, Pages 350-361

  Cao, Yue ^a   Levin, David N ^a  

^a UNIVERSITY OF CHICAGO MEDICAL CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE ACQUISITION; IMAGE DATABASE; ORTHONORMAL BASIS FUNCTIONS; PHASE ENCODED SIGNALS;

BRAIN; DATA ACQUISITION; DATABASE SYSTEMS; FOURIER TRANSFORMS; IMAGE CODING; IMAGE RECONSTRUCTION; MEDICAL IMAGING; SIGNAL ENCODING; SIMULATED ANNEALING;

MAGNETIC RESONANCE IMAGING;

EID: 0029324358     PISSN: 02780062     EISSN: 1558254X     Source Type: Journal    
DOI: 10.1109/42.387716     Document Type: Article

References (24)

1. K. F. King and P. R. Moran, “A unified description of NMR imaging, data-collection strategies, and reconstruction,” Med. Phys., vol. 11, pp. 1–14, 1984.
2. Z. P. Liang, F. E. Boada, R. T. Constable, E. M. Haacke, P. C. Lauterbur, and M. R. Smith, “Constrained reconstruction methods in MR imaging,” Rev. Magn. Reson. Med., vol. 4, pp. 67–185, 1992.
3. E. M. Haacke, Z. P. Liang, and S. H. Izen, “Constrained reconstruction: A super-resolution optimal signal-to-noise alternative to the Fourier transform,” Med. Phys., vol. 16, pp. 388–397, 1989.
4. R. T. Constable and R. M. Henkelman, “Data extrapolation for truncation artifact removal,” Magn. Reson. Med., vol. 17, pp. 108–118, 1991.
5. Z. P. Liang and P. C. Lauterbur, “A generalized series approach to MR spectroscopic imaging,” IEEE Trans. Med. Imag., vol. 10, pp. 132–137, 1991.
6. Y. Cao and D. N. Levin, “Feature-guided acquisition and reconstruction of MR images,” in Information Processing in Medical Imaging, H. H. Barrett and A. F. Gmitro, Eds. Berlin: Springer-Verlag, 1993, pp. 278–292.
7. Y. Cao and D. N. Levin, “Feature-recognizing MRI,” Magn. Reson. Med., vol. 30, pp. 305–317, 1993.
8. Y. Cao and D. N. Levin, “Using an image database to constrain the acquisition and reconstruction of MR images of the human head,” in Proceedings SPIE: Medical Imaging, 1994. Bellingham, WA: SPIE, 1994, pp. 258–270.
9. S. Watanabe, Pattern Recognition. New York: Wiley, 1985, p. 159.
10. J. J. Gerbrands, “On the relationships between SVD, KLT, and PCA,” Pattern Recog., vol. 14, pp. 375–381, 1981.
11. T. Y. Young and T. W. Calvert, Classification, Estimation, and Pattern Recognition. New York: Elsevier, 1974, p. 230.
12. P. Dewilde and E. F. Deprettere, “Singular value decomposition: An introduction,” in SVD and Signal Processing, E. F. Deprettere, Ed. New York: North Holland, 1988.
13. S. Kirkpatrick, C. D. Gelatt, and M. P. Vecchi, “Optimization by simulated annealing,” Sci., vol. 220, pp. 671–680, 1983.
14. G. McGibney, M. R. Smith, S. T. Nichols, and A. Crawley, “Quantitative evaluation of several partial Fourier reconstruction algorithms used in MRI,” Magn. Reson. Med., vol. 30, pp. 51–59, 1993.
15. Y. Cao and D. N. Levin, “Using prior knowledge of human anatomy to constrain half k-space MR image acquisition and reconstruction,” in Proc. Soc. Magn. Reson., vol. 1, p. 60, 1994.
16. P. Mansfield and I. L. Pykett, “Biological and medical imaging by NMR,” J. Magn. Reson., vol. 29, pp. 355–373, 1978.
17. T. R. Brown, B. M. Kincaid, and K. Ugurbil, “NMR chemical shift imaging in three dimensions,” in Proc. Nat. Acad. Sci. (USA), vol. 79, pp. 523–526, 1982.
18. 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, 1994.
19. Y. Cao and D. N. Levin, “On the relationship between feature-recognizing MRI and MRI encoded by singular value decomposition,” Magn. Reson. Med., vol. 33, pp. 140–142, 1995.
20. J. B. Weaver and D. M. Healy, Jr., “Acquisition of the Karhunen–Loeve expansion to reduce imaging times,” in Proc. IEEE Int. Conf. Image Processing, Austin, TX, pp. 35–39, 1994.
21. G. T. Herman, Image Reconstruction from Projections. New York: Academic, 1980.
22. Y. Cao, D. N. Levin, and L. Yao, “Locally focused MRI,” in Proc. Soc. Magn. Reson., vol. 1, p. 490, 1994.
23. Y. Cao, D. N. Levin, and L. Yao, “Locally focused MRI,” in Proc. Soc. Magn. Reson. Wkshp. Interventional MRI, Boston, MA, p. 46, 1994.
24. Y. Cao and D. N. Levin, “Locally focused MRI,” in Proc. IEEE Int. Conf. Image Processing, Austin, TX, pp. 30–34, 1994.