Assessing the significance of focal activations using their spatial extent

作者: K. J. Friston , K. J. Worsley , R. S. J. Frackowiak , J. C. Mazziotta , A. C. Evans

DOI: 10.1002/HBM.460010306

关键词:

摘要: Current approaches to detecting significantly activated regions of cerebral tissue use statistical parametric maps, which are thresholded render the probability one or more voxel, larger, suitably small (e. g., 0.05). We present an approximate analysis giving that a specified volume, could have occurred by chance. These results mean significant activations no longer depends on fixed (and high) threshold, but can be effected at any (lower) in terms spatial extent region. The substantial improvement sensitivity ensues is illustrated using power and simulated phantom activation study. © 1994 Wiley-Liss, Inc.

参考文章(10)
Yu. K. Belyayev, Point processes and first passage problems Proceedings of the Sixth Berkeley Symposium on Mathematical Statistics and Probability, Volume 3: Probability Theory. ,(1972)
K. J. Friston, C. D. Frith, P. F. Liddle, R. J. Dolan, A. A. Lammertsma, R. S. J. Frackowiak, The Relationship between Global and Local Changes in PET Scans Journal of Cerebral Blood Flow and Metabolism. ,vol. 10, pp. 458- 466 ,(1990) , 10.1038/JCBFM.1990.88
A. M. Hasofer, Upcrossings of Random Fields Advances in Applied Probability. ,vol. 10, pp. 14- ,(1978) , 10.2307/1427002
K. J. Friston, C. D. Frith, R. E. Passingham, R. J. Dolan, P. F. Liddle, R. S. J. Frackowiak, Entropy and Cortical Activity: Information Theory and PET Findings Cerebral Cortex. ,vol. 2, pp. 259- 267 ,(1992) , 10.1093/CERCOR/2.3.259
P. E. Roland, B. Levin, R. Kawashima, S. Åkerman, Three‐dimensional analysis of clustered voxels in 15O‐butanol brain activation images Human Brain Mapping. ,vol. 1, pp. 3- 19 ,(1993) , 10.1002/HBM.460010103
Jean-Baptiste Poline, Bernard M. Mazoyer, Analysis of Individual Positron Emission Tomography Activation Maps by Detection of High Signal-to-Noise-Ratio Pixel Clusters: Journal of Cerebral Blood Flow and Metabolism. ,vol. 13, pp. 425- 437 ,(1993) , 10.1038/JCBFM.1993.57
Robert J. Adler, The Geometry of Random Fields ,(2010)
K. J. Friston, C. D. Frith, P. F. Liddle, R. S. J. Frackowiak, Comparing functional (PET) images: the assessment of significant change. Journal of Cerebral Blood Flow and Metabolism. ,vol. 11, pp. 690- 699 ,(1991) , 10.1038/JCBFM.1991.122
K. J. Worsley, A. C. Evans, S. Marrett, P. Neelin, A three-dimensional statistical analysis for CBF activation studies in human brain. Journal of Cerebral Blood Flow and Metabolism. ,vol. 12, pp. 900- 918 ,(1992) , 10.1038/JCBFM.1992.127
Lawrence F. Gray, Robert J. Adler, The Geometry of Random Fields. Journal of the American Statistical Association. ,vol. 77, pp. 937- ,(1982) , 10.2307/2287334