Combining voxel intensity and cluster extent with permutation test framework

NeuroImage

Volumn 23, Issue 1, 2004, Pages 54-63

  Hayasaka, Satoru ^a   Nichols, Thomas E ^a  

^a UNIVERSITY OF MICHIGAN   (United States)

Author keywords

Cluster size; Permutation test; Voxel intensity

Indexed keywords

ARTICLE; CALIBRATION; CLUSTER ANALYSIS; INFORMATION PROCESSING; MATHEMATICAL ANALYSIS; NEUROIMAGING; PRIORITY JOURNAL; SIGNAL DETECTION; SIMULATION; WORKING MEMORY;

ARTIFACTS; BRAIN; BRAIN MAPPING; CEREBRAL CORTEX; CLUSTER ANALYSIS; COMPUTER SIMULATION; EMOTIONS; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; LINEAR MODELS; MAGNETIC RESONANCE IMAGING; MATHEMATICAL COMPUTING; MEMORY, SHORT-TERM; SENSITIVITY AND SPECIFICITY;

EID: 4344580309     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2004.04.035     Document Type: Article

References (20)

1. Adler R.J. The Geometry of Random Fields. 1980;Wiley, New York
2. Bullmore E.T., Suckling J., Overmeyer S., Rabe-Hesketh S., Taylor E., Brammer M.J. Global, voxel, cluster tests, by theory and permutation, for a difference between two groups of structural MR images of the brain. IEEE Trans. Med. Imag. 18:1999;32-42
3. Friston K.J., Worsley K.J., Frackowiak R.S.J., Mazziotta J.C., Evans A.C. Assessing the significance of focal activations using their spatial extent. Hum. Brain Mapp. 1:1994;210-220
4. Friston K.J., Holmes A., Poline J.-B., Price C.J., Frith C.D. Detecting activations in PET and fMRI: levels of inference and power. NeuroImage. 4:1996;223-235
5. Hayasaka S., Nichols T.E. Validating cluster size inference: random field and permutation methods. NeuroImage. 20:2003;2343-2356
6. Holmes A.P., Friston K.J. Generalizability, random effects, population inference. Proceedings of the 4th International Conference on Functional Mapping of the Human Brain, June 7-12, 1998, Montréal, Canada. NeuroImage. vol. 7:1999;S754
7. Holmes A.P., Blair R.C., Watson J.D.G., Ford I. Nonparametric analysis of statistic images from functional mapping experiments. J. Cereb. Blood Flow Metab. 16(1):1996;7-22
8. Lazar N.A., Luna B., Sweeney J.A., Eddy W.F. Combining brains: a survey of methods for statistical pooling of information. NeuroImage. 16:2002;538-550
9. Marshuetz C., Smith E.E., Jonides J., DeGutis J., Chenevert T.L. Order information in working memory: fMRI evidence for parietal and prefrontal mechanism. J. Cogn. Neurosci. 12(S2):2000;130-144
10. Mudholkar G.S., George E.O. The logit method for combining probabilities. Rustagi J. Symposium on Optimizing Methods in Statistics. 1979;345-366 Academic Press, New York
11. Nichols T., Hayasaka S. Controlling the familywise error rate in functional neuroimaging: a comparative review. Stat. Methods Med. Res. 12:2003;419-446
12. Nichols T.E., Holmes A.P. Nonparametric permutation tests for functional neuroimaging: a primer with examples. Hum. Brain Mapp. 15:2002;1-25
13. Pesarin F. Multivariate Permutation Tests. 2001;Wiley, New York
14. Petersson K.M., Nichols T.E., Poline J.-B., Holmes A.P. Statistical limitations in functional neuroimaging: II. Signal detection and statistical inference. Philos. Trans. R. Soc. Lond. Ser. B. 354:1999;1261-1281
15. Phan K.L., Wager T., Taylor S.F., Liberzon I. Functional neuroanatomy of emotion: a meta-analysis of emotion activation studies in PET and fMRI. NeuroImage. 16:2002;331-348
16. Poline J.-B., Worsley K.J., Evans A.C., Friston K.J. Combining spatial extent and peak intensity to test for activations in functional imaging. NeuroImage. 5:1997;83-96
17. Stouffer S.A., Suchman E.A., DeVinney L.C., Star S.A., Williams R.M. The American Soldier, vol. 1. Adjustment During Army Life. 1949;Princeton Univ. Press, Princeton, NJ
18. Taylor S.F., Welsh R.C., Phan K.L., Liberzon I. Medial prefrontal cortex dysfunction in schizophrenia. Page 146 (57) of Annual Meeting of the American College of Neuropsychopharmacology Abstracts. San Juan, Puerto Rico, December 2003. 2003
19. Worsley K.J., Evans A.C., Marrett S., Neelin P. Three-dimensional statistical analysis for CBF activation studies in human brain. J. Cereb. Blood Flow Metab. 12:1992;900-918
20. Worsley K.J., Marrett S., Neelin P., Evans A.C. Searching scale space for activation in PET images. Hum. Brain Mapp. 4:1996;74-90