Removal of lipid artifacts in 1H spectroscopic imaging by data extrapolation

Magnetic Resonance in Medicine

Volumn 35, Issue 5, 1996, Pages 678-687

  Haupt, Christine I ^a   Schuff, Norbert ^a   Weiner, Michael W ^a   Maudsley, Andrew A ^a,b  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b VETERANS AFFAIRS MEDICAL CENTER   (United States)

Author keywords

1H NMR spectroscopy; brain; Papoulis Gerchberg algorithm; truncation artifact

Indexed keywords

BIOMOLECULES; BRAIN; DATA ACQUISITION; EXTRAPOLATION; METABOLITES; NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY;

1H NMR SPECTROSCOPY; DATA EXTRAPOLATION; FOURIER RECONSTRUCTION; GERCHBERG ALGORITHM; MR SPECTROSCOPIC IMAGING; SIGNAL CONTAMINATION; SPECTROSCOPIC IMAGING; TRUNCATION ARTIFACT;

BIOMEDICAL SIGNAL PROCESSING;

ARTICLE; ARTIFACT; BRAIN CORTEX; DIAGNOSTIC IMAGING; PROTON NUCLEAR MAGNETIC RESONANCE; SIGNAL TRANSDUCTION;

EID: 0029975951     PISSN: 07403194     EISSN: None     Source Type: Journal    
DOI: 10.1002/mrm.1910350509     Document Type: Article

References (28)

1. T. R. Brown, R. M. Kincaid, K. Ugurbil, NMR chemical shift imaging in three dimensions. Proc. Natl. Acad. Sci. U S A 79, 3523-3526 (1982).
2. A. A. Maudsley, S. K. Hilal, W. H. Perman, H. E. Simon, Spatially resolved high-resolution spectroscopy by four-dimensional NMR. J. Magn. Reson. 51, 147-152 (1983).
3. T. H. Mareci, H. K. Brooker, High-resolution magnetic resonance spectra from a sensitive region defined with pulsed field gradients. J. Magn. Reson. 57, 157 (1984).
4. J. C. Ehrhardt, MR data acquisition and reconstruction using efficient sampling schemes. IEEE Trans. Med. Imaging 9, 305-309 (1990).
5. N. Schuff, J. C. Ehrhardt, M. W. Weiner, Efficient data acquisition for 2D spectroscopic imaging using hexagonal k-space sampling, in "Proc., SMR, 2nd Annual Meeting, San Francisco, 1994," p. 1117.
6. A. A. Maudsley, G. B. Matson, J. W. Hugg, M. W. Weiner, Reduced phase-encoding in spectroscopic imaging. Magn. Reson. Med. 31, 645-651 (1994).
7. I. D. Campbell, C. M. Dobson, R. J. P. Williams, P. E. Wright, Pulse methods for the simplification of protein NMR spectra. FEBS Lett. 57, 96-99 (1975).
8. P. R. Luyten, A. J. H. Marien, W. Heindel, et al. Metabolic imaging of patients with intercranial tumors: H-1 MR spectroscopic imaging and PET. Radiology 176, 791-799 (1990).
9. J. H. Duijn, G. B. Matson, A. A. Maudsley, M. W. Weiner 3D phase-encoding 1H spectroscopic imaging of human brain. Magn. Reson. Imaging 10, 315-319 (1992).
10. 1H SI of human brain. J. Magn. Reson. Imaging 2, 253-262 (1992).
11. R. de Beer, A. van den Boogaart, D. van Ormondt, W. W. F. Pijnappel, J. A. den Hollander, A. J. H. Marien, P. R. Luyten, Application of time domain fitting in the quantification of in vivo 1H spectroscopic imaging data sets. NMR Biomed. 5, 171-178 (1992).
12. S. M. Kay, S. L. Marple, Spectrum Analysis: A modern perspective. (Review article) Proc. IEEE 69, 1380-1419 (1981).
13. Z-P. Liang, F. E. Boada, R. T. Constable, E. M. Haake, P. C. Lauterbur, M. R. Smith, Constrained reconstruction methods in MR imaging. Rev. Magn. Reson. Med. 4, 67-186 (1992).
14. S. K. Plevritis, A. Macovski, Spectral extrapolation of spatially bounded images. IEEE Trans. Med. Imaging 14, 487-497 (1995).
15. M S. Patel, X. Hu, Selective data extrapolation for chemical shift imaging, in "Proc., SMR, 2nd Annual Meeting, 1994," p. 1168.
16. X. Hu, M. Patel, K. Ugurbil, A new strategy for spectroscopic imaging. J. Magn. Reson. B 103, 30-38 (1994).
17. X. Hu, M. Patel, W. Chen, K. Ugurbil, Reduction of trunca" tion artifacts in chemical-shift imaging by extended sam" pling using variable repetition time. J. Magn. Resort. B 106, 292-296 (1995).
18. A. Papoulis, A new algorithm in spectral analysis and band-limited extrapolation. IEEE Trans. Circuits Syst. CAS-22, 735-742 (1975).
19. R. W. Gerchberg, Super-resolution through error energy reduction. Optica Acta 21, 709-720 (1974).
20. A. Papoulis, C. C. Chamzas, Detection of hidden periodicities by adaptive extrapolation. IEEE Trans. Acoust. Speech Signal Processing 27, 492-500 (1979).
21. C. C. Chamzas, W. Y. Xu, An improved version of Papoulis-Gerchberg algorithm on band-limited extrapolation. IEEE Trans. Acoust. Speech Signal Processing 31, 437-440 (1984).
22. P. J. S. G. Ferreira, Interpolation and the discrete Papoulis-Gerchberg algorithm. IEEE Trans. Signal Processing 42, 2596-2606 (1994).
23. A. K. Jain, "Fundamentals of Digital Image Processing," Prentice Hall, Englewood Cliffs, NJ, 1988.
24. 1H NMR chemical shift selective (CHESS) imaging. Phys. Med. Biol. 30, 341-344 (1985).
25. E. O. Brigham, "The Fast Fourier Transform and its Applications." Prentice-Hall, Inc., Engelwood Cliffs, NJ, 1988.
26. 31P chemical-shift imaging. J. Magn. Reson. B 104, 199-211 (1994).
27. S. W. Provencher, Estimation of metabolite concentrations from localized in vivo proton NMR spectra. Magn. Reson. Med. 30, 672-679 (1993).
28. R. T. Constable, R. M. Henkelman, Data extrapolation for truncation artifact removal. Magn. Reson. Med. 17, 108-118 (1991).