메뉴 건너뛰기




Volumn 98, Issue , 2014, Pages 61-72

A hierarchical model for simultaneous detection and estimation in multi-subject fMRI studies

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY; ALGORITHM; ANTERIOR CINGULATE; ARTICLE; BRAIN SLICE; CORRELATION COEFFICIENT; DATA ANALYSIS; ELECTROENCEPHALOGRAM; FUNCTIONAL MAGNETIC RESONANCE IMAGING; LINEAR SYSTEM; MATHEMATICAL ANALYSIS; MATHEMATICAL MODEL; NEUROIMAGING; NONLINEAR SYSTEM; PRIORITY JOURNAL; SENSITIVITY AND SPECIFICITY; SIMULATION; SOMATOSENSORY CORTEX; UNCERTAINTY; BIOLOGICAL MODEL; BRAIN; BRAIN MAPPING; COMPUTER ASSISTED DIAGNOSIS; COMPUTER SIMULATION; HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; STATISTICAL MODEL;

EID: 84904649303     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2014.04.052     Document Type: Article
Times cited : (24)

References (40)
  • 1
    • 0032213559 scopus 로고    scopus 로고
    • The variability of human, BOLD hemodynamic responses
    • Aguirre G.K., Zarahn E., D'Esposito M. The variability of human, BOLD hemodynamic responses. Neuroimage 1998, 8(4):360-369.
    • (1998) Neuroimage , vol.8 , Issue.4 , pp. 360-369
    • Aguirre, G.K.1    Zarahn, E.2    D'Esposito, M.3
  • 2
    • 20444501009 scopus 로고    scopus 로고
    • Unified segmentation
    • Ashburner J., Friston K.J. Unified segmentation. Neuroimage 2005, 26(3):839-851.
    • (2005) Neuroimage , vol.26 , Issue.3 , pp. 839-851
    • Ashburner, J.1    Friston, K.J.2
  • 4
    • 84880031040 scopus 로고    scopus 로고
    • Group-level impacts of within- and between-subject hemodynamic variability in fMRI
    • Badillo S., Vincent T., Ciuciu P. Group-level impacts of within- and between-subject hemodynamic variability in fMRI. Neuroimage 2013, 82:433-448.
    • (2013) Neuroimage , vol.82 , pp. 433-448
    • Badillo, S.1    Vincent, T.2    Ciuciu, P.3
  • 5
    • 84881621766 scopus 로고    scopus 로고
    • Multi-session extension of the joint-detection framework in fMRI
    • Badillo S., Vincent T., Ciuciu P. Multi-session extension of the joint-detection framework in fMRI. ISBI 2013, 1512-1515.
    • (2013) ISBI , pp. 1512-1515
    • Badillo, S.1    Vincent, T.2    Ciuciu, P.3
  • 6
    • 0003691602 scopus 로고    scopus 로고
    • Time series: theory and methods
    • Springer, New York
    • Brockwell P.J., Davis R.A. Time series: theory and methods. Springer Series in Statistics 2006, Springer, New York. Reprint of the second (1991) edition.
    • (2006) Springer Series in Statistics
    • Brockwell, P.J.1    Davis, R.A.2
  • 7
    • 1942521179 scopus 로고    scopus 로고
    • FMRI analysis with the general linear model: removal of latency-induced amplitude bias by incorporation of hemodynamic derivative terms
    • Calhoun V.D., Stevens M.C., Pearlson G.D., Kiehl K.A. fMRI analysis with the general linear model: removal of latency-induced amplitude bias by incorporation of hemodynamic derivative terms. Neuroimage 2004, 22:252-257.
    • (2004) Neuroimage , vol.22 , pp. 252-257
    • Calhoun, V.D.1    Stevens, M.C.2    Pearlson, G.D.3    Kiehl, K.A.4
  • 9
    • 84874508566 scopus 로고    scopus 로고
    • Fast joint detection-estimation of evoked brain activity in event-related fMRI using a variational approach
    • Chaari L., Vincent T., Forbes F., Dojat M., Ciuciu P. Fast joint detection-estimation of evoked brain activity in event-related fMRI using a variational approach. IEEE Trans. Med. Imaging 2013, 32(5):821-837.
    • (2013) IEEE Trans. Med. Imaging , vol.32 , Issue.5 , pp. 821-837
    • Chaari, L.1    Vincent, T.2    Forbes, F.3    Dojat, M.4    Ciuciu, P.5
  • 10
    • 63549118381 scopus 로고    scopus 로고
    • Mixed models
    • Wiley-Interscience [John Wiley & Sons], Hoboken, NJ, Wiley Series in Probability and Statistics
    • Demidenko E. Mixed models. Theory and applications 2004, Wiley-Interscience [John Wiley & Sons], Hoboken, NJ.
    • (2004) Theory and applications
    • Demidenko, E.1
  • 11
    • 0344121167 scopus 로고    scopus 로고
    • Functional topography of the secondary somatosensory cortex for nonpainful and painful stimuli: an fMRI study
    • Ferretti A., Babiloni C., Gratta C.D., Caulo M., Tartaro A., Bonomo L., Rossini P.M., Romani G.L. Functional topography of the secondary somatosensory cortex for nonpainful and painful stimuli: an fMRI study. Neuroimage 2003, 20(3):1625-1638.
    • (2003) Neuroimage , vol.20 , Issue.3 , pp. 1625-1638
    • Ferretti, A.1    Babiloni, C.2    Gratta, C.D.3    Caulo, M.4    Tartaro, A.5    Bonomo, L.6    Rossini, P.M.7    Romani, G.L.8
  • 13
    • 2242458721 scopus 로고    scopus 로고
    • A Bayesian time-course model for functional magnetic resonance imaging data
    • Genovese C.R. A Bayesian time-course model for functional magnetic resonance imaging data. J. Am. Stat. Assoc. 2000, 95(451):691-703.
    • (2000) J. Am. Stat. Assoc. , vol.95 , Issue.451 , pp. 691-703
    • Genovese, C.R.1
  • 14
    • 0036334830 scopus 로고    scopus 로고
    • Thresholding of statistical maps in functional neuroimaging using the false discovery rate
    • Genovese C., Lazar N., Nichols T. Thresholding of statistical maps in functional neuroimaging using the false discovery rate. Neuroimage 2002, 15:870-878.
    • (2002) Neuroimage , vol.15 , pp. 870-878
    • Genovese, C.1    Lazar, N.2    Nichols, T.3
  • 15
    • 0032776471 scopus 로고    scopus 로고
    • Deconvolution of impulse response in event-related BOLD fMRI
    • Glover G.H. Deconvolution of impulse response in event-related BOLD fMRI. Neuroimage 1999, 9(4):416-429.
    • (1999) Neuroimage , vol.9 , Issue.4 , pp. 416-429
    • Glover, G.H.1
  • 17
    • 0034351115 scopus 로고    scopus 로고
    • Modeling the haemodynamic response in fMRI using smooth FIR filters
    • Goutte C., Nielsen F.A., Hansen L.K. Modeling the haemodynamic response in fMRI using smooth FIR filters. IEEE Trans. Med. Imaging 2000, 19:1188-1201.
    • (2000) IEEE Trans. Med. Imaging , vol.19 , pp. 1188-1201
    • Goutte, C.1    Nielsen, F.A.2    Hansen, L.K.3
  • 18
    • 1842505168 scopus 로고    scopus 로고
    • Variation of BOLD hemodynamic responses across subjects and brain regions and their effects on statistical analyses
    • Handwerker D.A., Ollinger J.M., D'Esposito M. Variation of BOLD hemodynamic responses across subjects and brain regions and their effects on statistical analyses. Neuroimage 2004, 21(4):1639-1651.
    • (2004) Neuroimage , vol.21 , Issue.4 , pp. 1639-1651
    • Handwerker, D.A.1    Ollinger, J.M.2    D'Esposito, M.3
  • 19
  • 20
    • 0035970609 scopus 로고    scopus 로고
    • An event-related functional magnetic resonance imaging study of an auditory oddball task in schizophrenia
    • Kiehl K.A., Liddle P.F. An event-related functional magnetic resonance imaging study of an auditory oddball task in schizophrenia. Schizophr. Res. 2001, 48(2):159-171.
    • (2001) Schizophr. Res. , vol.48 , Issue.2 , pp. 159-171
    • Kiehl, K.A.1    Liddle, P.F.2
  • 22
    • 67649342618 scopus 로고    scopus 로고
    • The statistical analysis of fMRI data
    • Lindquist M.A. The statistical analysis of fMRI data. Stat. Sci. 2008, 23(4):439-464.
    • (2008) Stat. Sci. , vol.23 , Issue.4 , pp. 439-464
    • Lindquist, M.A.1
  • 23
    • 34547880428 scopus 로고    scopus 로고
    • Validity and power in hemodynamic response modeling: a comparison study and a new approach
    • Lindquist M.A., Wager T.D. Validity and power in hemodynamic response modeling: a comparison study and a new approach. Hum. Brain Mapp. 2007, 28:764-784.
    • (2007) Hum. Brain Mapp. , vol.28 , pp. 764-784
    • Lindquist, M.A.1    Wager, T.D.2
  • 24
    • 65549098868 scopus 로고    scopus 로고
    • Modeling the hemodynamic response function in fMRI: efficiency, bias and mis-modeling
    • Lindquist M., Loh J., Atlas L., Wager T. Modeling the hemodynamic response function in fMRI: efficiency, bias and mis-modeling. Neuroimage 2009, 45(1, Supplement 1):S187-S198.
    • (2009) Neuroimage , vol.45 , Issue.1 SUPPL. 1
    • Lindquist, M.1    Loh, J.2    Atlas, L.3    Wager, T.4
  • 25
    • 27644451565 scopus 로고    scopus 로고
    • Joint detection-estimation of brain activity in functional MRI: a multichannel deconvolution solution
    • Makni S., Ciuciu P., Idier J., Poline J.-B. Joint detection-estimation of brain activity in functional MRI: a multichannel deconvolution solution. IEEE Trans. Signal Process. 2005, 53(9):3488-3502.
    • (2005) IEEE Trans. Signal Process. , vol.53 , Issue.9 , pp. 3488-3502
    • Makni, S.1    Ciuciu, P.2    Idier, J.3    Poline, J.-B.4
  • 26
    • 44649099442 scopus 로고    scopus 로고
    • A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI
    • Makni S., Idier J., Vincent T., Thirion B., Dehaene-Lambertz G., Ciuciu P. A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI. Neuroimage 2008, 41(3):941-969.
    • (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
  • 27
    • 67651023727 scopus 로고    scopus 로고
    • Simple group fMRI modeling and inference
    • Mumford J.A., Nichols T. Simple group fMRI modeling and inference. Neuroimage 2009, 47(4):1469-1475.
    • (2009) Neuroimage , vol.47 , Issue.4 , pp. 1469-1475
    • Mumford, J.A.1    Nichols, T.2
  • 30
    • 0033765058 scopus 로고    scopus 로고
    • Functional imaging of brain responses to pain. A review and meta-analysis (2000)
    • Peyron R., Laurent B., Garcia-Larrea L. Functional imaging of brain responses to pain. A review and meta-analysis (2000). Neurophysiol. Clin./Clin. Neurophysiol. 2000, 30(5):263-288.
    • (2000) Neurophysiol. Clin./Clin. Neurophysiol. , vol.30 , Issue.5 , pp. 263-288
    • Peyron, R.1    Laurent, B.2    Garcia-Larrea, L.3
  • 33
    • 84866150436 scopus 로고    scopus 로고
    • Bayesian hierarchical multi-subject multiscale analysis of functional MRI data
    • Sanyal N., Ferreira M.A. Bayesian hierarchical multi-subject multiscale analysis of functional MRI data. Neuroimage 2012, 63(3):1519-1531.
    • (2012) Neuroimage , vol.63 , Issue.3 , pp. 1519-1531
    • Sanyal, N.1    Ferreira, M.A.2
  • 35
    • 77950391073 scopus 로고    scopus 로고
    • Spatially adaptive mixture modeling for analysis of fMRI time series
    • Vincent T., Risser L., Ciuciu P. Spatially adaptive mixture modeling for analysis of fMRI time series. IEEE Trans. Med. Imaging 2010, 29(4):1059-1074.
    • (2010) IEEE Trans. Med. Imaging , vol.29 , Issue.4 , pp. 1059-1074
    • Vincent, T.1    Risser, L.2    Ciuciu, P.3
  • 36
    • 14244266641 scopus 로고    scopus 로고
    • Accounting for nonlinear BOLD effects in fMRI: parameter estimates and a model for prediction in rapid event-related studies
    • Wager T.D., Vazquez A., Hernandez L., Noll D.C. Accounting for nonlinear BOLD effects in fMRI: parameter estimates and a model for prediction in rapid event-related studies. NeuroImage 2005, 25(1):206-218.
    • (2005) NeuroImage , vol.25 , Issue.1 , pp. 206-218
    • Wager, T.D.1    Vazquez, A.2    Hernandez, L.3    Noll, D.C.4
  • 37
    • 1842504499 scopus 로고    scopus 로고
    • Constrained linear basis sets for HRF modelling using variational Bayes
    • Woolrich M.W., Behrens T.E., Smith S.M. Constrained linear basis sets for HRF modelling using variational Bayes. Neuroimage 2004, 21(4):1748-1761.
    • (2004) Neuroimage , vol.21 , Issue.4 , pp. 1748-1761
    • Woolrich, M.W.1    Behrens, T.E.2    Smith, S.M.3
  • 38
    • 0029096148 scopus 로고
    • Analysis of fMRI time-series revisited-again
    • Worsley K.J., Friston K.J. Analysis of fMRI time-series revisited-again. Neuroimage 1995, 2:173-181.
    • (1995) Neuroimage , vol.2 , pp. 173-181
    • Worsley, K.J.1    Friston, K.J.2
  • 39
    • 0036723887 scopus 로고    scopus 로고
    • Using larger dimensional signal subspaces to increase sensitivity in fMRI time series analyses
    • Zarahn E. Using larger dimensional signal subspaces to increase sensitivity in fMRI time series analyses. Hum. Brain Mapp. 2002, 17(1):13-16.
    • (2002) Hum. Brain Mapp. , vol.17 , Issue.1 , pp. 13-16
    • Zarahn, E.1
  • 40
    • 84875785088 scopus 로고    scopus 로고
    • A semi-parametric model of the hemodynamic response for multi-subject fMRI data
    • Zhang T., Li F., Beckes L., Coan J.A. A semi-parametric model of the hemodynamic response for multi-subject fMRI data. Neuroimage 2013, 75:136-145.
    • (2013) Neuroimage , vol.75 , pp. 136-145
    • Zhang, T.1    Li, F.2    Beckes, L.3    Coan, J.A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.