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Volumn 2, Issue 6, 2008, Pages 870-878

fMRI noise reduction based on canonical correlation analysis and surrogate test

Author keywords

Brain mapping; Canonical correlation analysis (CCA); Correlation; Magnetic resonance imaging; Noise reduction; Randomization; Signal to noise ratio; Surrogate test

Indexed keywords

ACOUSTIC NOISE MEASUREMENT; DATA REDUCTION; MAGNETIC RESONANCE; MAGNETIC RESONANCE IMAGING; PHOTOMASKS; REGRESSION ANALYSIS; SIGNAL TO NOISE RATIO; TESTING;

EID: 60549083105     PISSN: 19324553     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSTSP.2008.2008495     Document Type: Article
Times cited : (7)

References (37)
  • 1
    • 0027263961 scopus 로고
    • Functional brain mapping by blood oxygen level dependent contrast
    • S. Ogawa, R. S. Menton, and D. W. Tank, "Functional brain mapping by blood oxygen level dependent contrast," Biophys. J., vol. 64, pp. 803-812, 1993.
    • (1993) Biophys. J , vol.64 , pp. 803-812
    • Ogawa, S.1    Menton, R.S.2    Tank, D.W.3
  • 2
    • 0029118783 scopus 로고
    • Retrospective estimation and correction of physiological fluctuation in functional MRI
    • X. P. Hu, T. Le, T. Parrish, and P. Erhard, "Retrospective estimation and correction of physiological fluctuation in functional MRI," Magn. Reson. in Med., vol. 34, pp. 201-212, 1995.
    • (1995) Magn. Reson. in Med , vol.34 , pp. 201-212
    • Hu, X.P.1    Le, T.2    Parrish, T.3    Erhard, P.4
  • 3
    • 0031880021 scopus 로고    scopus 로고
    • Effect of temporal autocorrelation due to physiological noise and stimulus paradigm on voxel-level false-positive rates in fMRI
    • P. L. Purdon and R. M. Weisskoff, "Effect of temporal autocorrelation due to physiological noise and stimulus paradigm on voxel-level false-positive rates in fMRI," Hum. Brain Mapp., vol. 6, pp. 239-249, 1998.
    • (1998) Hum. Brain Mapp , vol.6 , pp. 239-249
    • Purdon, P.L.1    Weisskoff, R.M.2
  • 5
    • 0043240261 scopus 로고    scopus 로고
    • Independent component analysis of the nondeterministic fMRI signal sources
    • V. Kiviniemi, J. H. Kantola, J. Jauhiainen, A. Hyvärinen, and O. Tervonen, "Independent component analysis of the nondeterministic fMRI signal sources," NeuroImage, vol. 19, pp. 253-260, 2003.
    • (2003) NeuroImage , vol.19 , pp. 253-260
    • Kiviniemi, V.1    Kantola, J.H.2    Jauhiainen, J.3    Hyvärinen, A.4    Tervonen, O.5
  • 6
    • 0031861367 scopus 로고    scopus 로고
    • Analysis of fMRI data by blind separation into independent spatial components
    • M. J. McKeown and L. Makeig, "Analysis of fMRI data by blind separation into independent spatial components," Hum. Brain Mapp., vol. 6, pp. 160-188, 1998.
    • (1998) Hum. Brain Mapp , vol.6 , pp. 160-188
    • McKeown, M.J.1    Makeig, L.2
  • 7
    • 33746334453 scopus 로고    scopus 로고
    • A novel method for spatio-temporal pattern analysis of brain fMRI data
    • Y. D. Liu, Z. T. Zhou, D. W. Hu, L. R. Yan, C. L. Tan, D. X.Wu, and S. Q. Yao, "A novel method for spatio-temporal pattern analysis of brain fMRI data," Sci. China F, vol. 48, pp. 151-160, 2005.
    • (2005) Sci. China F , vol.48 , pp. 151-160
    • Liu, Y.D.1    Zhou, Z.T.2    Hu, D.W.3    Yan, L.R.4    Tan, C.L.5    Wu, D.X.6    Yao, S.Q.7
  • 8
    • 0036430903 scopus 로고    scopus 로고
    • Noise reduction in BOLD-based fMRI using component analysis
    • G. T. Christopher, A. H. Richard, and S. M. Ravi, "Noise reduction in BOLD-based fMRI using component analysis," NeuroImage, vol. 17, pp. 1521-1537, 2002.
    • (2002) NeuroImage , vol.17 , pp. 1521-1537
    • Christopher, G.T.1    Richard, A.H.2    Ravi, S.M.3
  • 9
    • 0035140147 scopus 로고    scopus 로고
    • Colored noise and computational inference in neurophysiological (fMRI) time series analysis: Resampling methods in time and wavelet domain
    • E. D. Bullmore, C. Long, J. Suckling, J. Fadili, G. Calvert, F. Zelaya, A. Carpenter, and M. Brammer, "Colored noise and computational inference in neurophysiological (fMRI) time series analysis: Resampling methods in time and wavelet domain," Hum. Brain Mapp., vol. 12, pp. 61-78, 2001.
    • (2001) Hum. Brain Mapp , vol.12 , pp. 61-78
    • Bullmore, E.D.1    Long, C.2    Suckling, J.3    Fadili, J.4    Calvert, G.5    Zelaya, F.6    Carpenter, A.7    Brammer, M.8
  • 10
    • 0034789167 scopus 로고    scopus 로고
    • Physiological noise in oxygenation-sensitive magnetic resonance imaging
    • G. Kruger and G. H. Glover, "Physiological noise in oxygenation-sensitive magnetic resonance imaging," Magn. Reson. Med. vol. 46, pp. 631-637, 2001.
    • (2001) Magn. Reson. Med , vol.46 , pp. 631-637
    • Kruger, G.1    Glover, G.H.2
  • 11
    • 0037200718 scopus 로고    scopus 로고
    • Deterministic and stochastic features if fMRI data: Implications for analysis of event-related experiments
    • J. M. Martin, V. Vijay, H. Scott, and M. Gregory, "Deterministic and stochastic features if fMRI data: Implications for analysis of event-related experiments," J. Neurosci. Methods, vol. 118, pp. 103-113, 2002.
    • (2002) J. Neurosci. Methods , vol.118 , pp. 103-113
    • Martin, J.M.1    Vijay, V.2    Scott, H.3    Gregory, M.4
  • 13
    • 0033074308 scopus 로고    scopus 로고
    • Detecting periodicity in experimental data using linear modeling techniques
    • M. Small and K. Judd, "Detecting periodicity in experimental data using linear modeling techniques," Phys. Rev. E, vol. 59, pp. 1379-1385, 1999.
    • (1999) Phys. Rev. E , vol.59 , pp. 1379-1385
    • Small, M.1    Judd, K.2
  • 14
    • 60549092749 scopus 로고    scopus 로고
    • In Praise of Tedious Permutation King's College, Univ. London, London, U.K
    • Tech. Rep
    • E. D. Bullmore, In Praise of Tedious Permutation King's College, Univ. London, London, U.K., Tech. Rep., 1998.
    • (1998)
    • Bullmore, E.D.1
  • 15
    • 0034884183 scopus 로고    scopus 로고
    • Multiresolution analysis in fMRI: Sensitivity and specificity in the detection of brain activation
    • M. Desco, J. A. Hernabdez, A. Santos, and M. Brammer, "Multiresolution analysis in fMRI: Sensitivity and specificity in the detection of brain activation," Hum. Brain Mapp., vol. 14, pp. 16-27, 2001.
    • (2001) Hum. Brain Mapp , vol.14 , pp. 16-27
    • Desco, M.1    Hernabdez, J.A.2    Santos, A.3    Brammer, M.4
  • 16
    • 2942614880 scopus 로고    scopus 로고
    • Detection and detrending in fMRI data analysis
    • O. Friman, M. Borga, P. Lundberg, and H. Knutsson, "Detection and detrending in fMRI data analysis," NeuroImage, vol. 22, pp. 645-655, 2004.
    • (2004) NeuroImage , vol.22 , pp. 645-655
    • Friman, O.1    Borga, M.2    Lundberg, P.3    Knutsson, H.4
  • 17
    • 0036331381 scopus 로고    scopus 로고
    • Exploratory fMRI analysis by autocorrelation maximization
    • O. Friman, M. Borga, P. Lundberg, and H. Knutsson, "Exploratory fMRI analysis by autocorrelation maximization," NeuroImage, vol. 16, pp. 454-464, 2002.
    • (2002) NeuroImage , vol.16 , pp. 454-464
    • Friman, O.1    Borga, M.2    Lundberg, P.3    Knutsson, H.4
  • 18
    • 0035142560 scopus 로고    scopus 로고
    • Detection of neural activity in functional MRI using canonical correlation analysis
    • O. Friman, J. Cedefamn, P. Lundberg, M. Borga, and H. Knutsson, "Detection of neural activity in functional MRI using canonical correlation analysis," Magn. Reson. Med., vol. 45, pp. 323-330, 2001.
    • (2001) Magn. Reson. Med , vol.45 , pp. 323-330
    • Friman, O.1    Cedefamn, J.2    Lundberg, P.3    Borga, M.4    Knutsson, H.5
  • 19
    • 0020189541 scopus 로고
    • Spectrum estimation and harmonic analysis
    • Sep
    • D. J. Thomson, "Spectrum estimation and harmonic analysis," Proc. IEEE, vol. 70, no. 9, pp. 1005-1096, Sep. 1982.
    • (1982) Proc. IEEE , vol.70 , Issue.9 , pp. 1005-1096
    • Thomson, D.J.1
  • 20
    • 0032988822 scopus 로고    scopus 로고
    • Analysis of dynamic brain imaging data
    • P. P. Mitra and B. Pesaran, "Analysis of dynamic brain imaging data," Biophys. J., vol. 76, pp. 691-708, 1999.
    • (1999) Biophys. J , vol.76 , pp. 691-708
    • Mitra, P.P.1    Pesaran, B.2
  • 21
    • 0030733807 scopus 로고    scopus 로고
    • Empirical analysis of BOLD fMRI statistics. I. Spatially unsmoothed data collected under null-hypothesis conditions
    • E. Zarahn, G. Aguirre, and M. D'Esposito, "Empirical analysis of BOLD fMRI statistics. I. Spatially unsmoothed data collected under null-hypothesis conditions," NeuroImage, vol. 5, pp. 179-197, 1997.
    • (1997) NeuroImage , vol.5 , pp. 179-197
    • Zarahn, E.1    Aguirre, G.2    D'Esposito, M.3
  • 22
    • 0035212159 scopus 로고    scopus 로고
    • Temporal autocorrelation in univariate linear modeling of fMRI data
    • W. W. Mark, D. R. Brian, B. Michael, and M. S. Stephen, "Temporal autocorrelation in univariate linear modeling of fMRI data," NeuroImage, vol. 14, pp. 1370-1386, 2001.
    • (2001) NeuroImage , vol.14 , pp. 1370-1386
    • Mark, W.W.1    Brian, D.R.2    Michael, B.3    Stephen, M.S.4
  • 23
    • 0000169232 scopus 로고
    • An algorithm for least-squares estimation of nonlinear parameters
    • D. Marquardt, "An algorithm for least-squares estimation of nonlinear parameters," SIAM J. Appl. Math, vol. 11, pp. 431-441, 1963.
    • (1963) SIAM J. Appl. Math , vol.11 , pp. 431-441
    • Marquardt, D.1
  • 24
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating characteristic (ROC) curve
    • J. A. Hanley and B. J. McNeil, "The meaning and use of the area under a receiver operating characteristic (ROC) curve," Radiology, vol. 143, pp. 29-36, 1982.
    • (1982) Radiology , vol.143 , pp. 29-36
    • Hanley, J.A.1    McNeil, B.J.2
  • 25
    • 25444456446 scopus 로고    scopus 로고
    • Investigations into resting-state connectivity using independent component analysis
    • C. F. Beckmann, M. DeLuca, J. T. Devlin, and S. M. Smith, "Investigations into resting-state connectivity using independent component analysis," Philos. Trans. Roy. Soc. B, Biol. Sci., vol. 360, pp. 1001-1013, 2005.
    • (2005) Philos. Trans. Roy. Soc. B, Biol. Sci , vol.360 , pp. 1001-1013
    • Beckmann, C.F.1    DeLuca, M.2    Devlin, J.T.3    Smith, S.M.4
  • 26
    • 0030885132 scopus 로고    scopus 로고
    • Noise suppression digital filter for functional magnetic resonance imaging based on image reference data
    • M. H. Buonocore and R. J. Maddock, "Noise suppression digital filter for functional magnetic resonance imaging based on image reference data," Magn. Reson. Med., vol. 38, pp. 456-469, 1997.
    • (1997) Magn. Reson. Med , vol.38 , pp. 456-469
    • Buonocore, M.H.1    Maddock, R.J.2
  • 27
    • 0030843419 scopus 로고    scopus 로고
    • Time series analysis in the time domain and the resampling methods for studies of functional magnetic resonance brain imaging
    • J. J. Locascio, P. J. Jennings, C. I. Moore, and S. Corkin, "Time series analysis in the time domain and the resampling methods for studies of functional magnetic resonance brain imaging," Hum. Brain Mapp., vol. 5, pp. 168-193, 1997.
    • (1997) Hum. Brain Mapp , vol.5 , pp. 168-193
    • Locascio, J.J.1    Jennings, P.J.2    Moore, C.I.3    Corkin, S.4
  • 28
    • 20444365151 scopus 로고    scopus 로고
    • Estimation the global order of the fMRI noise model
    • T. Gautama and M. M. V. Hulle, "Estimation the global order of the fMRI noise model," NeuroImage, vol. 26, pp. 1211-1217, 2005.
    • (2005) NeuroImage , vol.26 , pp. 1211-1217
    • Gautama, T.1    Hulle, M.M.V.2
  • 29
    • 0027288454 scopus 로고
    • Processing strategies for time-course data sets in functional MRI of the human brain
    • P. A. Bandettini, A. Jesmanowicz, E. C. Wong, and J. S. Hyde, "Processing strategies for time-course data sets in functional MRI of the human brain," Magn. Reson. Med., vol. 30, pp. 161-173, 1993.
    • (1993) Magn. Reson. Med , vol.30 , pp. 161-173
    • Bandettini, P.A.1    Jesmanowicz, A.2    Wong, E.C.3    Hyde, J.S.4
  • 31
    • 0003440025 scopus 로고    scopus 로고
    • Statistical Inference in Functional Magnetic Resonance Imaging Dept. Statistics, Carnegie Mellon Univ., Pittsburgh, PA
    • Tech. Rep. 674
    • C. Genovese, Statistical Inference in Functional Magnetic Resonance Imaging Dept. Statistics, Carnegie Mellon Univ., Pittsburgh, PA, Tech. Rep. 674, 1997.
    • (1997)
    • Genovese, C.1
  • 32
    • 0038660249 scopus 로고    scopus 로고
    • Wavelet-based estimation of a semiparametric generalized linear model of fMRI time-series
    • Mar
    • F. Meyer, "Wavelet-based estimation of a semiparametric generalized linear model of fMRI time-series," IEEE Trans. Med. Imag., vol. 22, no. 3, pp. 160-188, Mar. 2003.
    • (2003) IEEE Trans. Med. Imag , vol.22 , Issue.3 , pp. 160-188
    • Meyer, F.1
  • 33
    • 0031688146 scopus 로고    scopus 로고
    • Multidimensional wavelet analysis of functional magnetic resonance images
    • M. J. Brammer, "Multidimensional wavelet analysis of functional magnetic resonance images," Hum. Brain Mapp., vol. 6, pp. 378-382, 1998.
    • (1998) Hum. Brain Mapp , vol.6 , pp. 378-382
    • Brammer, M.J.1
  • 34
    • 33646933543 scopus 로고    scopus 로고
    • Imaging brain dynamics using independent component analysis
    • Jul
    • T. P. Jung and S. Makeig, "Imaging brain dynamics using independent component analysis," Proc. IEEE, vol. 89, no. 7, pp. 1107-1122, Jul. 2001.
    • (2001) Proc. IEEE , vol.89 , Issue.7 , pp. 1107-1122
    • Jung, T.P.1    Makeig, S.2
  • 36
    • 0029096148 scopus 로고
    • Analysis of fMRI time series revisited-again
    • K. Worsely and K. Friston, "Analysis of fMRI time series revisited-again," NeuroImage, vol. 2, pp. 173-181, 1995.
    • (1995) NeuroImage , vol.2 , pp. 173-181
    • Worsely, K.1    Friston, K.2
  • 37
    • 44049111332 scopus 로고
    • Testing for nonlinearity in time series: The method of surrogate data
    • J. Theiler, S. Eubank, A. Longtin, B. Galdrikian, and J. D. Farmer, "Testing for nonlinearity in time series: The method of surrogate data," Phys. Rev. D, vol. 58, pp. 77-94, 1992.
    • (1992) Phys. Rev. D , vol.58 , pp. 77-94
    • Theiler, J.1    Eubank, S.2    Longtin, A.3    Galdrikian, B.4    Farmer, J.D.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.