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Volumn 65, Issue 3, 2011, Pages 325-338

Min-max extrapolation scheme for fast estimation of 3D Potts field partition functions. application to the joint detection-estimation of brain activity in fMRI

Author keywords

Bayesian inference; Detection estimation; fMRI; Markov random field; MCMC; Partition function; Potts fields

Indexed keywords

BAYESIAN INFERENCE; DETECTION-ESTIMATION; FMRI; MARKOV RANDOM FIELDS; MCMC; PARTITION FUNCTION; POTTS FIELDS;

EID: 81855196126     PISSN: 19398018     EISSN: 19398115     Source Type: Journal    
DOI: 10.1007/s11265-010-0505-6     Document Type: Article
Times cited : (12)

References (21)
  • 1
    • 79551684968 scopus 로고    scopus 로고
    • Robust extrapolation scheme for fast estimation of 3D Ising field partition functions. Application to within subject fMRI data analysis
    • London, UK
    • Risser, L., Vincent, T., Ciuciu, P., & Idier, J. (2009). Robust extrapolation scheme for fast estimation of 3D Ising field partition functions. Application to within subject fMRI data analysis. In 12th Proc. MICCAI, LNCS (Vol. 5761, pp. 975-983). London, UK.
    • (2009) 12th Proc. MICCAI, LNCS , vol.5761 , pp. 975-983
    • Risser, L.1    Vincent, T.2    Ciuciu, P.3    Idier, J.4
  • 2
    • 77950391073 scopus 로고    scopus 로고
    • Spatially adaptive mixture modeling for analysis of fmri time series
    • 10.1109/TMI.2010.2042064
    • T Vincent L Risser P Ciuciu 2010 Spatially adaptive mixture modeling for analysis of fmri time series IEEE Transactions on Medical Imaging 29 4 1059 1074 10.1109/TMI.2010.2042064
    • (2010) IEEE Transactions on Medical Imaging , vol.29 , Issue.4 , pp. 1059-1074
    • Vincent, T.1    Risser, L.2    Ciuciu, P.3
  • 3
    • 33746835024 scopus 로고    scopus 로고
    • Dealing with the shortcomings of spatial normalization: Multi-subject parcellation of fMRI datasets
    • DOI 10.1002/hbm.20210
    • B Thirion G Flandin P Pinel A Roche P Ciuciu J-B Poline 2006 Dealing with the shortcomings of spatial normalization: Multi-subject parcellation of fMRI datasets Human Brain Mapping 27 8 678 693 10.1002/hbm.20210 (Pubitemid 44182456)
    • (2006) Human Brain Mapping , vol.27 , Issue.8 , pp. 678-693
    • Thirion, B.1    Flandin, G.2    Pinel, P.3    Roche, A.4    Ciuciu, P.5    Poline, J.-B.6
  • 5
    • 21444451325 scopus 로고    scopus 로고
    • Simulating ratios of normalizing constants via a simple identity: A theoretical exploration
    • 1422406 0857.62017
    • XL Meng WH Wong 1996 Simulating ratios of normalizing constants via a simple identity: A theoretical exploration Statistica Sinica 6 831 860 1422406 0857.62017
    • (1996) Statistica Sinica , vol.6 , pp. 831-860
    • Meng, X.L.1    Wong, W.H.2
  • 6
    • 0000736067 scopus 로고    scopus 로고
    • Simulating Normalizing Constants: From Importance Sampling to Bridge Sampling to Path Sampling
    • A Gelman X-L Meng 1998 Simulating normalizing constants: From importance sampling to bridge sampling to path sampling Statistical Science 13 163 185 1647507 0966.65004 10.1214/ss/1028905934 (Pubitemid 128466008)
    • (1998) Statistical Science , vol.13 , Issue.2 , pp. 163-185
    • Gelman, A.1    Meng, X.-L.2
  • 7
    • 0027677367 scopus 로고
    • Polynomial-time approximation algorithms for the Ising model
    • 1237164 0782.05076 10.1137/0222066
    • M Jerrum A Sinclair 1993 Polynomial-time approximation algorithms for the Ising model SIAM Journal on Computing 22 1087 1116 1237164 0782.05076 10.1137/0222066
    • (1993) SIAM Journal on Computing , vol.22 , pp. 1087-1116
    • Jerrum, M.1    Sinclair, A.2
  • 8
    • 84863734346 scopus 로고    scopus 로고
    • Unsupervised Bayesian 3D reconstruction for non-destructive evaluation using gammagraphy
    • Lausanne, Switzerland
    • Trillon, A., Idier, J., & Peureux, P. (2008). Unsupervised Bayesian 3D reconstruction for non-destructive evaluation using gammagraphy. In EUSIPCO 16th European Signal Processing Conference. Lausanne, Switzerland.
    • (2008) EUSIPCO 16th European Signal Processing Conference
    • Trillon, A.1    Idier, J.2    Peureux, P.3
  • 9
    • 0141613707 scopus 로고    scopus 로고
    • Hidden Markov random field model selection criteria based on mean field-like approximations
    • 10.1109/TPAMI.2003.1227985
    • F Forbes N Peyrard 2003 Hidden Markov random field model selection criteria based on mean field-like approximations IEEE Transactions on Pattern Analysis and Machine Intelligence 25 9 1089 1101 10.1109/TPAMI.2003.1227985
    • (2003) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.25 , Issue.9 , pp. 1089-1101
    • Forbes, F.1    Peyrard, N.2
  • 10
    • 33747349191 scopus 로고
    • Nonuniversal critical dynamics in Monte Carlo simulations
    • 10.1103/PhysRevLett.58.86
    • RH Swendsen JS Wang 1987 Nonuniversal critical dynamics in Monte Carlo simulations Physical Review Letters 58 86 88 10.1103/PhysRevLett.58.86
    • (1987) Physical Review Letters , vol.58 , pp. 86-88
    • Swendsen, R.H.1    Wang, J.S.2
  • 11
    • 77951968730 scopus 로고    scopus 로고
    • Fast bilinear extrapolation of 3D ISING field partition function. Application to fMRI image analysis
    • Cairo, Egypt
    • Risser, L., Idier, J., Ciuciu, P., & Vincent, T. (2009). Fast bilinear extrapolation of 3D ISING field partition function. Application to fMRI image analysis. In Proc. IEEE ICIP. Cairo, Egypt.
    • (2009) Proc. IEEE ICIP
    • Risser, L.1    Idier, J.2    Ciuciu, P.3    Vincent, T.4
  • 12
    • 36149012281 scopus 로고
    • A two-dimensional model with an order-disorder transition
    • 10315 0060.46001 10.1103/PhysRev.65.117
    • L Onsager 1944 A two-dimensional model with an order-disorder transition Physical Review 65 3&4 117 149 10315 0060.46001 10.1103/PhysRev.65.117
    • (1944) Physical Review , vol.65 , Issue.3-4 , pp. 117-149
    • Onsager, L.1
  • 14
    • 34547522766 scopus 로고    scopus 로고
    • Spatial mixture modelling for the joint detection-estimation of brain activity in fMRI
    • Honolulu, Hawaii
    • Vincent, T., Ciuciu, P., & Idier, J. (2007). Spatial mixture modelling for the joint detection-estimation of brain activity in fMRI. In 32th Proc. IEEE ICASSP (Vol. I, pp. 325-328). Honolulu, Hawaii.
    • (2007) 32th Proc. IEEE ICASSP , vol.1 , pp. 325-328
    • Vincent, T.1    Ciuciu, P.2    Idier, J.3
  • 15
    • 44649099442 scopus 로고    scopus 로고
    • A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI
    • 10.1016/j.neuroimage.2008.02.017
    • S Makni J Idier T Vincent B Thirion G Dehaene-Lambertz P Ciuciu 2008 A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI NeuroImage 41 3 941 969 10.1016/j.neuroimage.2008.02.017
    • (2008) NeuroImage , vol.41 , Issue.3 , pp. 941-969
    • Makni, S.1    Idier, J.2    Vincent, T.3    Thirion, B.4    Dehaene-Lambertz, G.5    Ciuciu, P.6
  • 16
    • 0141919482 scopus 로고    scopus 로고
    • Unsupervised robust non-parametric estimation of the hemodynamic response function for any fMRI experiment
    • 10.1109/TMI.2003.817759
    • P Ciuciu J-B Poline G Marrelec J Idier Ch Pallier H Benali 2003 Unsupervised robust non-parametric estimation of the hemodynamic response function for any fMRI experiment IEEE Transactions on Medical Imaging 22 10 1235 1251 10.1109/TMI.2003.817759
    • (2003) IEEE Transactions on Medical Imaging , vol.22 , Issue.10 , pp. 1235-1251
    • Ciuciu, P.1    Poline, J.-B.2    Marrelec, G.3    Idier, J.4    Pallier, Ch.5    Benali, H.6
  • 17
    • 0032398552 scopus 로고    scopus 로고
    • Auxiliary variable methods for Markov chain Monte Carlo with applications
    • 0953.62103 10.2307/2670110
    • DM Higdon 1998 Auxiliary variable methods for Markov chain Monte Carlo with applications Journal of the American Statistical Association 93 442 585 595 0953.62103 10.2307/2670110
    • (1998) Journal of the American Statistical Association , vol.93 , Issue.442 , pp. 585-595
    • Higdon, D.M.1
  • 18
    • 0036970574 scopus 로고    scopus 로고
    • Hidden Markov models and disease mapping
    • DOI 10.1198/016214502388618870
    • PJ Green S Richardson 2002 Hidden Markov models and desease mapping Journal of the American Statistical Association 97 460 1 16 1951259 10.1198/016214502388618870 (Pubitemid 36136565)
    • (2002) Journal of the American Statistical Association , vol.97 , Issue.460 , pp. 1055-1070
    • Green, P.J.1    Richardson, S.2
  • 19
    • 0142011000 scopus 로고    scopus 로고
    • Assessing brain activity through spatial Bayesian variable selection
    • DOI 10.1016/S1053-8119(03)00360-4
    • M Smith B Pütz D Auer L Fahrmeir 2003 Assessing brain activity through spatial Bayesian variable selection NeuroImage 20 802 815 10.1016/S1053-8119(03)00360-4 (Pubitemid 37268105)
    • (2003) NeuroImage , vol.20 , Issue.2 , pp. 802-815
    • Smith, M.1    Putz, B.2    Auer, D.3    Fahrmeir, L.4
  • 20
    • 33645565446 scopus 로고    scopus 로고
    • Estimation of binary markov random fields using Markov Chain Monte Carlo
    • DOI 10.1198/106186006X97817
    • D Smith M Smith 2006 Estimation of binary Markov random fields using Markov Chain Monte Carlo Journal of Computational and Graphical Statistics 15 1 207 227 2252462 10.1198/106186006X97817 (Pubitemid 43514418)
    • (2006) Journal of Computational and Graphical Statistics , vol.15 , Issue.1 , pp. 207-227
    • Smith, D.1    Smith, M.2


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