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Volumn 21, Issue 4, 2004, Pages 1732-1747

Multilevel linear modelling for FMRI group analysis using Bayesian inference

Author keywords

Bayes; FMRI; GLM; Mixed effects; Random effects; Reference priors

Indexed keywords

ARTICLE; BAYES THEOREM; INFORMATION PROCESSING; MULTIVARIATE ANALYSIS; NEUROIMAGING; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; STANDARD; STATISTICAL MODEL; THEORETICAL MODEL;

EID: 1842452778     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2003.12.023     Document Type: Article
Times cited : (1372)

References (30)
  • 1
    • 0142042792 scopus 로고    scopus 로고
    • General multi-level linear modelling for group analysis in FMRI
    • (first two authors contributed equally)
    • Beckmann C., Jenkinson M., Smith S. General multi-level linear modelling for group analysis in FMRI. NeuroImage. 20:2003;1052-1063. (first two authors contributed equally).
    • (2003) NeuroImage , vol.20 , pp. 1052-1063
    • Beckmann, C.1    Jenkinson, M.2    Smith, S.3
  • 5
    • 0002282678 scopus 로고
    • Probability, frequency and reasonable expectation
    • Cox R. Probability, frequency and reasonable expectation. Am. J. Phys. 14:1946;1-13.
    • (1946) Am. J. Phys. , vol.14 , pp. 1-13
    • Cox, R.1
  • 6
    • 0032890017 scopus 로고    scopus 로고
    • Mixture model mapping of brain activation in functional magnetic resonance images
    • Everitt B., Bullmore E. Mixture model mapping of brain activation in functional magnetic resonance images. Hum. Brain Mapp. 7:1999;1-14.
    • (1999) Hum. Brain Mapp. , vol.7 , pp. 1-14
    • Everitt, B.1    Bullmore, E.2
  • 7
    • 0026445783 scopus 로고
    • Repeated measures in clinical trials: Analysis using mean summary statistics and its implications for design
    • Frison L., Pocock S. Repeated measures in clinical trials: analysis using mean summary statistics and its implications for design. Stat. Med. 11:1992;1685-1704.
    • (1992) Stat. Med. , vol.11 , pp. 1685-1704
    • Frison, L.1    Pocock, S.2
  • 8
    • 0036334947 scopus 로고    scopus 로고
    • Bayesian estimation of dynamical systems: An application to fMRI
    • Friston K.J. Bayesian estimation of dynamical systems: an application to fMRI. NeuroImage. 16:2002;513-530.
    • (2002) NeuroImage , vol.16 , pp. 513-530
    • Friston, K.J.1
  • 9
    • 0042671121 scopus 로고    scopus 로고
    • Posterior probability maps and spms
    • Friston K.J., Penny W. Posterior probability maps and spms. NeuroImage. 19(3):2003;1240-1249.
    • (2003) NeuroImage , vol.19 , Issue.3 , pp. 1240-1249
    • Friston, K.J.1    Penny, W.2
  • 12
    • 1842517938 scopus 로고    scopus 로고
    • FSL.
    • FSL. Available: http://www.fmrib.ox.ac.uk/fsl.
  • 15
    • 0033647016 scopus 로고    scopus 로고
    • Spatial mixture modelling of fMRI data
    • Hartvig N., Jensen J. Spatial mixture modelling of fMRI data. Hum. Brain Mapp. 11(4):2000;233-248.
    • (2000) Hum. Brain Mapp. , vol.11 , Issue.4 , pp. 233-248
    • Hartvig, N.1    Jensen, J.2
  • 17
    • 0036425968 scopus 로고    scopus 로고
    • Improved optimisation for the robust and accurate linear registration and motion correction of brain images
    • Jenkinson M., Bannister P., Brady J., Smith S. Improved optimisation for the robust and accurate linear registration and motion correction of brain images. NeuroImage. 17(2):2002;825-841.
    • (2002) NeuroImage , vol.17 , Issue.2 , pp. 825-841
    • Jenkinson, M.1    Bannister, P.2    Brady, J.3    Smith, S.4
  • 18
    • 0030327756 scopus 로고    scopus 로고
    • Formal rules for selecting prior distributions: A review and annotated bibliography
    • Kass R., Wasserman L. Formal rules for selecting prior distributions: a review and annotated bibliography. JASA. 91:1996;1343-1370.
    • (1996) JASA , vol.91 , pp. 1343-1370
    • Kass, R.1    Wasserman, L.2
  • 21
    • 0036136472 scopus 로고    scopus 로고
    • Nonparametric permutation tests for functional neuroimaging: A primer with examples
    • Nichols T.E., Holmes A.P. Nonparametric permutation tests for functional neuroimaging: a primer with examples. Hum. Brain Mapp. 15:2001;1-25.
    • (2001) Hum. Brain Mapp. , vol.15 , pp. 1-25
    • Nichols, T.E.1    Holmes, A.P.2
  • 22
    • 0031079260 scopus 로고    scopus 로고
    • Combining spatial extent and peak intensity to test for activations in functional imaging
    • Poline J.-B., Worsley K., Evans A., Friston K. Combining spatial extent and peak intensity to test for activations in functional imaging. NeuroImage. 5:1997;83-96.
    • (1997) NeuroImage , vol.5 , pp. 83-96
    • Poline, J.-B.1    Worsley, K.2    Evans, A.3    Friston, K.4
  • 24
    • 0035212159 scopus 로고    scopus 로고
    • Temporal autocorrelation in univariate linear modelling of FMRI data
    • Woolrich M., Ripley B., Brady J., Smith S. Temporal autocorrelation in univariate linear modelling of FMRI data. NeuroImage. 14(6):2001;1370-1386.
    • (2001) NeuroImage , vol.14 , Issue.6 , pp. 1370-1386
    • Woolrich, M.1    Ripley, B.2    Brady, J.3    Smith, S.4
  • 25
    • 1842570295 scopus 로고    scopus 로고
    • Technical Report TR04MW1, Oxford Centre fro Functional Magnetic Resonance Imaging of thr Brain, Oxford University, Oxford, UK. for downloading. (submitted for publication).
    • Woolrich, M., Behrens, T., Beckmann, C., Smith, S., 2003a. Mixture models with adaptive spatial regularisation for segmentation with an application to FMRI data. Technical Report TR04MW1, Oxford Centre fro Functional Magnetic Resonance Imaging of thr Brain, Oxford University, Oxford, UK. Available at http://www.fmrib.ox.ac.uk/analysis/techrep for downloading. (submitted for publication).
    • (2003) Mixture Models with Adaptive Spatial Regularisation for Segmentation with An Application to FMRI Data
    • Woolrich, M.1    Behrens, T.2    Beckmann, C.3    Smith, S.4
  • 27
    • 0142035448 scopus 로고    scopus 로고
    • P. Jezzard, P.M. Matthews, Smith S.M. Oxford: OUP. Chap. 14
    • Worsley K. Jezzard P., Matthews P.M., Smith S.M. Functional MRI: An Introduction to Methods. 2001;251-270 OUP, Oxford. Chap. 14.
    • (2001) Functional MRI: An Introduction to Methods , pp. 251-270
    • Worsley, K.1
  • 28
    • 0029096148 scopus 로고
    • Analysis of fMRI time series revisited - Again
    • Worsley K., Friston K. Analysis of fMRI time series revisited - Again. NeuroImage. 2:1995;173-181.
    • (1995) NeuroImage , vol.2 , pp. 173-181
    • Worsley, K.1    Friston, K.2
  • 29
    • 0026781154 scopus 로고
    • A three-dimensional statistical analysis for CBF activation studies in human brain
    • Worsley K., Evans A., Marrett S., Neelin P. A three-dimensional statistical analysis for CBF activation studies in human brain. J. Cereb. Blood Flow Metab. 12:1992;900-918.
    • (1992) J. Cereb. Blood Flow Metab. , vol.12 , pp. 900-918
    • Worsley, K.1    Evans, A.2    Marrett, S.3    Neelin, P.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.