Evaluation of respiratory artifact correction techniques in multishot spiral functional MRI using receiver operator characteristic analyses

Magnetic Resonance in Medicine

Volumn 40, Issue 4, 1998, Pages 633-639

  Noll, Douglas C ^a,c   Genovese, Christopher R ^b   Vazquez, Alberto L ^a   O'Brien, Jennifer L ^a   Eddy, William F ^b  

^a UNIVERSITY OF PITTSBURGH SCHOOL OF MEDICINE   (United States)

^b CARNEGIE MELLON UNIVERSITY   (United States)

^c UNIVERSITY OF PITTSBURGH MEDICAL CENTER   (United States)

Author keywords

Functional MRI; Image artifacts; Receiver operator characteristic; Respiration

Indexed keywords

AREA UNDER THE ROC CURVE; ARTIFACT CORRECTION; FUNCTIONAL MRI; IMAGE ARTIFACTS; LOW-SPATIAL FREQUENCY; RECEIVER OPERATOR CHARACTERISTICS; RESPIRATION; STANDARD DEVIATION;

MAGNETIC RESONANCE IMAGING;

ARTICLE; ARTIFACT REDUCTION; BREATHING PATTERN; HUMAN; IMAGE ANALYSIS; IMAGE RECONSTRUCTION; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; RECEIVER OPERATING CHARACTERISTIC;

EID: 0031688704     PISSN: 07403194     EISSN: None     Source Type: Journal    
DOI: 10.1002/mrm.1910400417     Document Type: Article

References (38)

1. K. K. Kwong, J. W. Belliveau, D. A. Chesler, I. E. Goldberg, R. M. Weisskoff, B. P. Poncelet, D. N. Kennedy, B. E. Hoppel, M. S. Cohen, R. Turner, H.-M. Cheng, T. J. Brady, B. R. Rosen, Dynamic magnetic resonance imaging of human brain activity during primary sensory stimulation. Proc. Natl. Acad. Sci. USA 89, 5675-5679 (1992).
2. P. A. Bandettini, E. C. Wong, R. S. Hinks, R. S. Tikofsky, J. S. Hyde, Time course EPI of human brain function during task activation. Magn. Reson. Med. 25, 390-397 (1992).
3. K. Butts, S. J. Riederer, R. L. Ehman, R. M. Thompson, C. R. Jack, Interleaved echo-planar imaging on a standard MRI system. Magn. Reson. Med. 31, 67-72 (1994).
4. D. C. Noll, J. D. Cohen, C. H. Meyer, W. Schneider, Spiral k-space MR imaging of cortical activation. J. Magn. Reson. Imaging 5, 49-56 (1995).
5. S. Ogawa, D. W. Tank, R. Menon, J. M. Ellerman, S. Kim, H. Merkle, K. U 151 urbil, Intrinsic signal changes accompanying sensory stimulation: functional brain mapping with magnetic resonance imaging. Proc. Natl. Acad. Sci. USA 89, 5951-5955 (1992).
6. J. Frahm, H. Bruhn, K. D. Merboldt, Dynamic MR imaging of human brain oxygenation during rest and photic stimulation. J. Magn. Reson. Imaging 2, 501-505 (1992).
7. J. H. Duyn, V. S. Mattay, R. H. Senton, G. S. Sobering, F. A. Barrios, G. Liu, J. A. Frank, D. R. Weinberger, C. W. T. Moonen, 3-Dimensional functional imaging of human brain using echo-shifted FLASH MRI. Magn. Reson. Med. 32, 150-155 (1994).
8. K. Sekihara, H. Kohno, Image restoration from nonuniform static field influence in modified echo-planar imaging. Med. Phys. 14, 1087-1089 (1987).
9. D. C. Noll, C. H. Meyer, J. M. Pauly, D. G. Nishimura, A. Macovski, A homogeneity correction method for magnetic resonance imaging with time-varying gradients. IEEE Trans. Med. Imaging 10, 629-637 (1991).
10. D. Noll, J. Pauly, C. Meyer, D. Nishimura, A. Macovski, Deblurring for non-2D Fourier transform magnetic resonance imaging. Magn. Reson. Med. 25, 319-333 (1992).
11. W. F. Eddy, M. Fitzgerald. D. C. Noll, Improved image registration using Fourier domain interpolation. Magn. Reson. Med. 36, 923-931 (1996).
12. D. C. Noll, F. E. Boada, W. F. Eddy, A spectral approach to analyzing slice selection in planar imaging: optimization for through-plane interpolation. Magn. Reson. Med. 38, 151-160 (1997).
13. P. Jezzard, D. LeBihan, C. Cuenod, L. Pannier, A. Prinster, R. Turner, An investigation of the contribution of physiological noise in human functional MRI studies at 1.5 Tesla and 4 Tesla, in "Proc., SMRM, 12th Annual Meeting, New York, 1993." p. 1392,
14. R. M. Weisskoff, J. Baker, J. Belliveau, T. L. Davis, K. K. Kwong, M. S. Cohen, B. R. Rosen, Power spectrum analysis of functionally weighted MR data: what's in the noise?, in "Proc., SMRM, 12th Annual Meeting, New York, 1993." p. 7.
15. D. C. Noll, W. Schneider, J. D. Cohen, Artifacts in functional MRI using conventional scanning, in "Proc., SMRM, 12th Annual Meeting. New York, 1993." p. 1407.
16. X. Hu, S.-G. Kim, Reduction of signal fluctuations in functional MRI using navigator echoes. Mogn. Reson. Med. 31, 495-503 (1994).
17. D. C. Noll, W. Schneider, Theory, simulation, and compensation of physiological motion artifacts in functional MRI, in "Proc., IEEE International Conference on Image Processing, Austin, TX, 1994," p. 40-44.
18. X. Hu, T. H. Le, T. Parrish, P. Erhard, Retrospective estimation and correction of physiological fluctuation in functional MRI. Magn. Reson. Med. 34, 201-212 (1995).
19. T. H. Le, X. Hu, Retrospective estimation and correction of physiological artifacts in fMRI by direct extraction of physiological activity from MR data. Magn. Reson. Med. 35, 290-298 (1996).
20. B. Biswal, P. A. Bandettini, A. Jesmanowicz, J. S. Hyde, Time-frequency analysis of functional EPI time-course series, in "Proc., SMRM, 12th Annual Meeting, New York, 1993," p. 722.
21. A. R. Guimaraes, J. R. Melcher, T. M. Talavage, J. R. Baker, B. R. Rosen, R. M. Weisskoff, Detection of inferior colliculus activity during auditory stimulation using cardiac-gated functional MRI with T, correction, in "NeuroImage, 2nd International Conference on Functional Mapping of the Human Brain, 1996," p. S9.
22. 2*-Weighted Functional Magnetic Resonance Imaging," M.S. thesis, University of Pittsburgh, Pittsburgh, Pennsylvania, 1995. [rf]23 G. H. Glover, S. Lai, Self-navigated spiral fMRI: interleaved versus single-shot. Magn. Reson. Med. 39, 361-368 (1998).
23. 2*-Weighted Functional Magnetic Resonance Imaging," M.S. thesis, University of Pittsburgh, Pittsburgh, Pennsylvania, 1995. [rf]23 G. H. Glover, S. Lai, Self-navigated spiral fMRI: interleaved versus single-shot. Magn. Reson. Med. 39, 361-368 (1998).
24. C. H. Meyer, D. M. Spielman, A. Macovski, Spiral fluoroscopy, in "Proc., SMRM, 12th Annual Meeting, New York, 1993," p. 138.
25. D. M. Spielman, J. M, Pauly, C. H. Meyer, Magnetic resonance fluoroscopy using spirals with variable sampling densities, Magn. Reson. Med. 34, 388-394 (1995).
26. J.-R. Liao, J. M. Pauly, T. J. Brosnan, N. J. Pelc, Reduction of motion artifacts in cine MRI using variable-density spiral trajectories. Magn. Reson. Med. 37, 569-575 (1997).
27. E. Schneider, G. Glover, Rapid in vivo proton shimming. Magn. Reson. Med. 18, 335-347 (1991).
28. J. Q'Sullivan, A fast sine function gridding algorithm tor Fourier inversion in computer tomography. IEEE Trans. Med. Imaging 4, 200-207 (1985).
29. P. A. Bandettini, A. Jesmanowicz, E. C. Wong, J. S. Hyde, Processing strategies for time-course data sets in functional MRI of the human brain. Magn. Reson. Med. 30, 161-173 (1993).
30. C. R. Genovese, D. C. Noll, W. F. Eddy, Estimating test-retest reliability in functional magnetic resonance imaging. I: Statistical methodology. Magn. Reson. Med. 38, 497-507 (1997).
31. D. C. Noll, C. R. Genovese, L. E. Nystrom, A. L. Vazquez, S. D. Forman, W. F. Eddy, J. D. Cohen, Estimating test-retest reliability in functional MR imaging. II: Application to motor and cognitive activation studies. Magn. Reson. Med. 38, 508-517 (1997).
32. R. R. Rzedzian, High-speed, high-resolution, spin-echo imaging by mosaic scan and MESH, in "Proc., SMRM, 6th Annual Meeting, New York. 1987," p. 832,
33. M. Cohen, R. Weisskoff, Ultrafast imaging. Magn. Reson. Imaging 9, 1-37 (1991).
34. 2 limitations and off-resonance effects on spatial resolution and artifacts in echo-planar imaging. Magn. Reson. Med. 14, 123-139 (1990).
35. B. Biswal, E. A. DeYoe, J. S. Hyde, Reduction of physiological fluctuations in fMRI using digital filters. Magn. Reson. Med. 35, 107-113 (1996).
36. D. R. Bailes, D. J. Gilderdate, G. M. Bydder, A. G. Collins, D. N. Firmin, Respiratory-ordered phase encoding (ROPE): a method for reducing respiratory motion artifacts in MR imaging. J. Comput. Assist. Tomogr. 9, 835-838 (1985).
37. N. J. Pelc, G. H. Glover, Method for reducing image artifacts due to periodic: signal variations in NMR imaging. U.S. Patent #4,663,591 (1987).
38. B. Wowk, M. C. Mclntyre, J. K. Saunders, k-Space detection and correction of physiological artifacts in fMRI. Magn. Reson. Med. 38, 1029-1034 (1997).