Estimating test-retest reliability in functional MR imaging I: Statistical methodology

Magnetic Resonance in Medicine

Volumn 38, Issue 3, 1997, Pages 497-507

  Genovese, Christopher R ^a   Noll, Douglas C ^b   Eddy, William F ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b UNIVERSITY OF PITTSBURGH MEDICAL CENTER   (United States)

Author keywords

Functional MRI; Maximum likelihood; Reliability; Statistical methods

Indexed keywords

ACTIVATION ANALYSIS; CHEMICAL ACTIVATION; MAGNETIC RESONANCE IMAGING; MAXIMUM LIKELIHOOD; RELIABILITY; STATISTICAL METHODS; STATISTICS; UNCERTAINTY ANALYSIS;

COMPLEX PATTERN; FUNCTIONAL MAGNETIC RESONANCE IMAGING; FUNCTIONAL MRI; RELIABILITY MEASURE; STATISTICAL METHODOLOGIES; STATISTICAL RELIABILITY; TEST-RETEST RELIABILITY; VISUAL COMPARISON;

RELIABILITY ANALYSIS;

ARTICLE; DIAGNOSTIC ACCURACY; IMAGE ANALYSIS; NUCLEAR MAGNETIC RESONANCE IMAGING; RELIABILITY; SIGNAL NOISE RATIO;

EID: 0030931831     PISSN: 07403194     EISSN: None     Source Type: Journal    
DOI: 10.1002/mrm.1910380319     Document Type: Article

References (13)

1. M. J. Schervish, "Theory of Statistics," p. 424ff, Springer-Verlag, New York, 1995.
2. M. H. DeGroot, "Probability and Statistics," 2nd Ed., Addison Wesley, Reading, MA, 1991.
3. B. Efron, D. V. Hinkley, Assessing the accuracy of the maximum likelihood estimator: observed versus expected Fisher information. Biometrika 65, 457-487 (1978).
4. W. F. Eddy, M. Fitzgerald, D. C. Noll, Improved image registration using Fourier domain interpolation. Magn. Reson. Med. 36(6), 923-931 (1996).
5. W. F. Eddy, M. Fitzgerald, C. R. Genovese, A. Mockus, D. C. Noll, Functional image analysis software - computational olio, in "Proceedings in Computational Statistics," A. Prat, Ed., pp. 39-49, Physica-Verlag, Heidelberg, 1996.
6. P. A. Bandettini, A. Jesmanowicz, E. C. Wong, J. Hyde, Processing strategies for time-course data sets in functional MRI of the human brain. Magn. Reson. Med. 30, 161-173 (1993).
7. B. G. Lindsay, "Mixture Models: Theory, Geometry, and Applications," (Vol. 5 of NSF-CBMS Regional Conference Series in Probability and Statistics), Institute of Mathematical Statistics, 1995.
8. J. R. Baker, R. M. Weisskoff, C. E. Stern, D. N. Kennedy, A. Jiang, K. K. Kwong, L. B. Kolodny, T. L. Davis, J. L. Boxerman, B. R. Buchbinder, V. J. Weeden, J. W. Belliveau, B. R. Rosen, Statistical assessment of functional MRI signal change, in "Proc., SMR, 2nd Annual Meeting, San Francisco, 1994," p. 626.
9. E. L. Lehmann, "Nonparameterics: Statistical Methods Based on Ranks," Holden Day, Oakland, CA, 1975.
10. D. W. Massaro, "Experimental Psychology: An Information Processing Approach," pp. 218-223, Harcourt Brace Jovanovich, New York, NY, 1989.
11. D. C. Noll, C. R. Genovese, L. Nystrom, 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).
12. B. Biswal, F. Zerrin Yetkin, V. M. Haughton, J. S. Hyde, Functional connectivity in the motor cortex of resting human brain using echoplanar MRI. Magn. Reson. Med. 34, 537-541 (1995).
13. S. Forman, J. C. Cohen, M. Fitzgerald, W. F. Eddy, M. A. Mintun, D. C. Noll, Improved assessment of significant change in functional fMRI: use of a cluster-size threshold. Magn. Reson. Med. 33, 636-647 (1995).