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Volumn 27, Issue 4, 2009, Pages 460-469

Bayesian wavelet-based analysis of functional magnetic resonance time series

Author keywords

Bayesian analysis; fMRI; Functional data analysis; Time series

Indexed keywords

ADAPTATION; ADULT; ARTICLE; BAYES THEOREM; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HYPOTHESIS; MALE; MODEL; PRIORITY JOURNAL; TIME SERIES ANALYSIS;

EID: 63349104207     PISSN: 0730725X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.mri.2008.09.001     Document Type: Article
Times cited : (4)

References (35)
  • 1
    • 0242468641 scopus 로고    scopus 로고
    • Detecting activation in fMRI data
    • Worsley K.J. Detecting activation in fMRI data. Stat Methods Med Res 12 (2003) 401-418
    • (2003) Stat Methods Med Res , vol.12 , pp. 401-418
    • Worsley, K.J.1
  • 3
    • 0035398091 scopus 로고    scopus 로고
    • Bayesian tree-structured image modeling using wavelet-domain hidden Markov models
    • Romberg J.K., Choi H., and Baraniuk R.G. Bayesian tree-structured image modeling using wavelet-domain hidden Markov models. IEEE Trans Image Proc 10 (2001) 1056-1068
    • (2001) IEEE Trans Image Proc , vol.10 , pp. 1056-1068
    • Romberg, J.K.1    Choi, H.2    Baraniuk, R.G.3
  • 4
    • 84950459514 scopus 로고
    • Adapting to unknown smoothness via wavelet shrinkage
    • Donoho D.L., and Johnstone I.M. Adapting to unknown smoothness via wavelet shrinkage. J Am Stat Assoc 90 (1995) 1200-1224
    • (1995) J Am Stat Assoc , vol.90 , pp. 1200-1224
    • Donoho, D.L.1    Johnstone, I.M.2
  • 5
    • 0029307534 scopus 로고
    • De-noising by soft-thresholding
    • Donoho D.L. De-noising by soft-thresholding. IEEE Trans Inf Theory 41 (1995) 613-627
    • (1995) IEEE Trans Inf Theory , vol.41 , pp. 613-627
    • Donoho, D.L.1
  • 6
    • 0001013273 scopus 로고    scopus 로고
    • Wavelet threshold estimators for data with correlated noise
    • Johnstone I.M., and Silverman B.W. Wavelet threshold estimators for data with correlated noise. J R Statistic Soc B 59 (1997) 319-351
    • (1997) J R Statistic Soc B , vol.59 , pp. 319-351
    • Johnstone, I.M.1    Silverman, B.W.2
  • 7
    • 0031688146 scopus 로고    scopus 로고
    • Multidimensional wavelet analysis of functional magnetic resonance images
    • Brammer M.J. Multidimensional wavelet analysis of functional magnetic resonance images. Hum Brain Mapp 6 (1998) 378-382
    • (1998) Hum Brain Mapp , vol.6 , pp. 378-382
    • Brammer, M.J.1
  • 10
    • 0034884183 scopus 로고    scopus 로고
    • Multiresolution analysis in fMRI: sensitivity and specificity in the detection of brain activation
    • Desco M., Hernandez J.A., Santos A., and Brammer M. Multiresolution analysis in fMRI: sensitivity and specificity in the detection of brain activation. Hum Brain Map 14 (2001) 16-27
    • (2001) Hum Brain Map , vol.14 , pp. 16-27
    • Desco, M.1    Hernandez, J.A.2    Santos, A.3    Brammer, M.4
  • 11
    • 1642357547 scopus 로고    scopus 로고
    • Denoising functional MR images: a comparison of wavelet denoising and Gaussian smoothing
    • Wink A.M., and Roerdink J. Denoising functional MR images: a comparison of wavelet denoising and Gaussian smoothing. IEEE Trans Med Imaging 23 (2004) 374-387
    • (2004) IEEE Trans Med Imaging , vol.23 , pp. 374-387
    • Wink, A.M.1    Roerdink, J.2
  • 12
    • 5644272621 scopus 로고    scopus 로고
    • Spatiotemporal wavelet analysis for functional MRI
    • Long C., Brown E.N., Manoach D., and Solo V. Spatiotemporal wavelet analysis for functional MRI. Neuroimage 23 (2004) 500-516
    • (2004) Neuroimage , vol.23 , pp. 500-516
    • Long, C.1    Brown, E.N.2    Manoach, D.3    Solo, V.4
  • 13
    • 14244268191 scopus 로고    scopus 로고
    • Wavelet variance components in image space for spatiotemporal neuroimaging data
    • Aston J.A.D., Gunn R.N., Hinz R., and Turkheimer F.E. Wavelet variance components in image space for spatiotemporal neuroimaging data. Neuroimage 25 (2005) 159-168
    • (2005) Neuroimage , vol.25 , pp. 159-168
    • Aston, J.A.D.1    Gunn, R.N.2    Hinz, R.3    Turkheimer, F.E.4
  • 14
    • 13844309282 scopus 로고    scopus 로고
    • Integrated wavelet processing and spatial statistical testing of fMRI data
    • Van De Ville D., Blu T., and Unser M. Integrated wavelet processing and spatial statistical testing of fMRI data. Neuroimage 23 (2004) 1472-1485
    • (2004) Neuroimage , vol.23 , pp. 1472-1485
    • Van De Ville, D.1    Blu, T.2    Unser, M.3
  • 15
    • 33947179549 scopus 로고    scopus 로고
    • Bayesian fMRI data analysis with sparse spatial basis function priors
    • Flandin G., and Penny W.D. Bayesian fMRI data analysis with sparse spatial basis function priors. Neuroimage 34 (2007) 1108-1125
    • (2007) Neuroimage , vol.34 , pp. 1108-1125
    • Flandin, G.1    Penny, W.D.2
  • 16
    • 34548523812 scopus 로고    scopus 로고
    • Resampling methods for improved wavelet-based multiple hypothesis testing of parametric maps in functional MRI
    • Sendur L., Suckling J., Whitcher B., and Bullmore E. Resampling methods for improved wavelet-based multiple hypothesis testing of parametric maps in functional MRI. Neuroimage 37 (2007) 1186-1194
    • (2007) Neuroimage , vol.37 , pp. 1186-1194
    • Sendur, L.1    Suckling, J.2    Whitcher, B.3    Bullmore, E.4
  • 17
    • 33644782020 scopus 로고    scopus 로고
    • Wavelet-based functional mixed models
    • Morris J.S., and Carroll R.J. Wavelet-based functional mixed models. J R Statistic Soc B 68 (2006) 179-199
    • (2006) J R Statistic Soc B , vol.68 , pp. 179-199
    • Morris, J.S.1    Carroll, R.J.2
  • 18
    • 0020333131 scopus 로고
    • Random-effects models for longitudinal data
    • Laird N.M., and Ware J.H. Random-effects models for longitudinal data. Biometrics 38 (1982) 963-974
    • (1982) Biometrics , vol.38 , pp. 963-974
    • Laird, N.M.1    Ware, J.H.2
  • 22
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: the wavelet representation
    • Mallat S. A theory for multiresolution signal decomposition: the wavelet representation. IEEE Trans Pattern Anal Mach Intell 11 (1989) 674-693
    • (1989) IEEE Trans Pattern Anal Mach Intell , vol.11 , pp. 674-693
    • Mallat, S.1
  • 23
    • 0012780893 scopus 로고    scopus 로고
    • Wavelet estimators in nonparametric regression: a comparative simulation study
    • Antoniadis A., Bigot J., and Sapatinas T. Wavelet estimators in nonparametric regression: a comparative simulation study. J Stat Soft 6 (2001) 1-83
    • (2001) J Stat Soft , vol.6 , pp. 1-83
    • Antoniadis, A.1    Bigot, J.2    Sapatinas, T.3
  • 24
    • 0001682758 scopus 로고    scopus 로고
    • Multiple shrinkage and subset selection in wavelets
    • Clyde M., Parmigiani B., and Vidakovic B. Multiple shrinkage and subset selection in wavelets. Biometrika 85 (1998) 391-401
    • (1998) Biometrika , vol.85 , pp. 391-401
    • Clyde, M.1    Parmigiani, B.2    Vidakovic, B.3
  • 27
    • 0042671121 scopus 로고    scopus 로고
    • Posterior probability maps and SPMs
    • Friston K.J., and Penny W. Posterior probability maps and SPMs. Neuroimage 19 (2003) 1240-1249
    • (2003) Neuroimage , vol.19 , pp. 1240-1249
    • Friston, K.J.1    Penny, W.2
  • 28
    • 4444225019 scopus 로고    scopus 로고
    • Attenuation of the neural response to sad faces in major depression by antidepressant treatment: a prospective, event-related functional magnetic resonance imaging study
    • Fu C.H.Y., Williams S.C.R., Cleare A.J., Brammer M.J., Walsh N.D., Kim J., et al. Attenuation of the neural response to sad faces in major depression by antidepressant treatment: a prospective, event-related functional magnetic resonance imaging study. Arch Gen Psychiatry 61 (2004) 877-889
    • (2004) Arch Gen Psychiatry , vol.61 , pp. 877-889
    • Fu, C.H.Y.1    Williams, S.C.R.2    Cleare, A.J.3    Brammer, M.J.4    Walsh, N.D.5    Kim, J.6
  • 29
    • 63349089722 scopus 로고    scopus 로고
    • Proceedings of the Joint Statistical Meeting (JSM), Section on Statistical Graphics. Alexandria, VA: American Statistical Association
    • Penny W., and Flandin G. Bayesian analysis of fMRI data with spatial priors. Proceedings of the Joint Statistical Meeting (JSM), Section on Statistical Graphics. Alexandria, VA: American Statistical Association (2005)
    • (2005) Bayesian analysis of fMRI data with spatial priors
    • Penny, W.1    Flandin, G.2
  • 30
    • 0001178202 scopus 로고
    • A language and program for complex Bayesian modelling
    • Gilks W., Thomas A., and Spiegelhalter D. A language and program for complex Bayesian modelling. Statistician 43 (1994) 169-177
    • (1994) Statistician , vol.43 , pp. 169-177
    • Gilks, W.1    Thomas, A.2    Spiegelhalter, D.3
  • 31
    • 38949097776 scopus 로고    scopus 로고
    • Independent vector analysis (IVA): multivariate approach for fMRI group study
    • Lee J.H., Lee T.W., Jolesz F.A., and Yoo S.S. Independent vector analysis (IVA): multivariate approach for fMRI group study. Neuroimage 40 (2008) 86-109
    • (2008) Neuroimage , vol.40 , pp. 86-109
    • Lee, J.H.1    Lee, T.W.2    Jolesz, F.A.3    Yoo, S.S.4
  • 32
    • 63349100491 scopus 로고    scopus 로고
    • Proceedings of the Joint Statistical Meeting (JSM), Section on Statistical Computing Graphics. Alexandria, VA: American Statistical Association
    • Herrick R.C., and Morris J.S. Wavelet-based functional mixed model analysis: computational considerations. Proceedings of the Joint Statistical Meeting (JSM), Section on Statistical Computing Graphics. Alexandria, VA: American Statistical Association (2006)
    • (2006) Wavelet-based functional mixed model analysis: computational considerations
    • Herrick, R.C.1    Morris, J.S.2
  • 33
    • 0242679450 scopus 로고    scopus 로고
    • Wavelet-based nonparametric modeling of hierarchical functions in colon carcinogenesis
    • Morris J., Vanucci M., Brown P.J., and Carroll R.J. Wavelet-based nonparametric modeling of hierarchical functions in colon carcinogenesis. J Am Stat Assoc 98 (2003) 573-583
    • (2003) J Am Stat Assoc , vol.98 , pp. 573-583
    • Morris, J.1    Vanucci, M.2    Brown, P.J.3    Carroll, R.J.4
  • 34
    • 0033338289 scopus 로고    scopus 로고
    • Image compression via joint statistical characterization in the wavelet domain
    • Buccigrossi R., and Simoncelli E. Image compression via joint statistical characterization in the wavelet domain. IEEE Trans Image Proc 8 (1999) 1688-1701
    • (1999) IEEE Trans Image Proc , vol.8 , pp. 1688-1701
    • Buccigrossi, R.1    Simoncelli, E.2
  • 35
    • 33748638251 scopus 로고    scopus 로고
    • Multi-resolution Bayesian regression in PET dynamic studies using wavelets
    • Turkheimer F.E., Aston J.A.D., Asselin M.C., and Hinz R. Multi-resolution Bayesian regression in PET dynamic studies using wavelets. Neuroimage 32 (2006) 111-121
    • (2006) Neuroimage , vol.32 , pp. 111-121
    • Turkheimer, F.E.1    Aston, J.A.D.2    Asselin, M.C.3    Hinz, R.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.