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Volumn 20, Issue 4, 2003, Pages 227-238

Model Assessment and Model Building in fMRI

Author keywords

Functional magnetic resonance imaging; General linear model; Model assessment; Model building; Model selection; Quality assessment; Quality control; Temporal autocorrelation

Indexed keywords

ARTICLE; BRAIN MAPPING; DATA ANALYSIS; MODEL; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; QUALITY CONTROL;

EID: 0344826551     PISSN: 10659471     EISSN: None     Source Type: Journal    
DOI: 10.1002/hbm.10141     Document Type: Article
Times cited : (26)

References (66)
  • 1
    • 0032826973 scopus 로고    scopus 로고
    • Ambiguous results in functional neuroimaging data analysis due to covariate correlation
    • Andrade A, Paradis A-L, Rouquette S, Poline J-B (1999): Ambiguous results in functional neuroimaging data analysis due to covariate correlation. NeuroImage 10:483-486.
    • (1999) NeuroImage , vol.10 , pp. 483-486
    • Andrade, A.1    Paradis, A.-L.2    Rouquette, S.3    Poline, J.-B.4
  • 2
    • 0032587465 scopus 로고    scopus 로고
    • Activation detection in functional MRI using subspace modeling and maximum likelihood estimation
    • Ardekani BA, Kershaw J, Kashikura K, Kanno I (1999): Activation detection in functional MRI using subspace modeling and maximum likelihood estimation. IEEE Transactions on Medical Imaging 18:101-114.
    • (1999) IEEE Transactions on Medical Imaging , vol.18 , pp. 101-114
    • Ardekani, B.A.1    Kershaw, J.2    Kashikura, K.3    Kanno, I.4
  • 3
    • 0027288454 scopus 로고
    • Processing strategies for time-course data sets in functional MRI of the human brain
    • Bandettini PA, Jesmanowicz A, Wong EC, Hyde JS (1993): Processing strategies for time-course data sets in functional MRI of the human brain. Magn Reson Med 30:161-173.
    • (1993) Magn Reson Med , vol.30 , pp. 161-173
    • Bandettini, P.A.1    Jesmanowicz, A.2    Wong, E.C.3    Hyde, J.S.4
  • 4
    • 0005160553 scopus 로고
    • A quirk in multiple regression: The whole regression can be greater than the sum of its parts
    • Bertrand P, Holder RL (1988): A quirk in multiple regression: the whole regression can be greater than the sum of its parts. Statistician 37:371-374.
    • (1988) Statistician , vol.37 , pp. 371-374
    • Bertrand, P.1    Holder, R.L.2
  • 5
    • 0030053163 scopus 로고    scopus 로고
    • Reduction of physiological fluctuations in fMRI using digital filters
    • Biswal B, DeYoe EA, Hyde JS (1996): Reduction of physiological fluctuations in fMRI using digital filters. Magn Reson Med 35:107-113.
    • (1996) Magn Reson Med , vol.35 , pp. 107-113
    • Biswal, B.1    DeYoe, E.A.2    Hyde, J.S.3
  • 7
    • 0035140147 scopus 로고    scopus 로고
    • Colored noise and computational inference in neurophysiological (fMRI) time series analysis: Resampling methods in time and wavelet domains
    • Bullmore E, Long C, Suckling J, Fadili J, Calvert G, Zelaya F, Carpenter TA, Brammer M (2001): Colored noise and computational inference in neurophysiological (fMRI) time series analysis: Resampling methods in time and wavelet domains. Hum Brain Mapp 12:61-78.
    • (2001) Hum Brain Mapp , vol.12 , pp. 61-78
    • Bullmore, E.1    Long, C.2    Suckling, J.3    Fadili, J.4    Calvert, G.5    Zelaya, F.6    Carpenter, T.A.7    Brammer, M.8
  • 8
    • 0030885132 scopus 로고    scopus 로고
    • Noise suppression digital filter for functional magnetic resonance imaging based on image reference data
    • Buonocore MH, Maddock RJ (1997): Noise suppression digital filter for functional magnetic resonance imaging based on image reference data. Magn Reson Med 38:456-469.
    • (1997) Magn Reson Med , vol.38 , pp. 456-469
    • Buonocore, M.H.1    Maddock, R.J.2
  • 9
    • 0033653960 scopus 로고    scopus 로고
    • Estimation and detection of event-related fMRI signals with temporally correlated noise: A statistically efficient and unbiased approach
    • Burock MA, Dale AM (2000): Estimation and detection of event-related fMRI signals with temporally correlated noise: a statistically efficient and unbiased approach. Hum Brain Mapp 11:249-260.
    • (2000) Hum Brain Mapp , vol.11 , pp. 249-260
    • Burock, M.A.1    Dale, A.M.2
  • 10
    • 0036714372 scopus 로고    scopus 로고
    • Effect of basal conditions on the magnitude and dynamics of the blood oxygenation level-dependent fMRI response
    • Cohen ER, Ugurbil K, Kim S-G (2002): Effect of basal conditions on the magnitude and dynamics of the blood oxygenation level-dependent fMRI response. J Cereb Blood Flow Metab 22:1042-1053.
    • (2002) J Cereb Blood Flow Metab , vol.22 , pp. 1042-1053
    • Cohen, E.R.1    Ugurbil, K.2    Kim, S.-G.3
  • 11
    • 0030727106 scopus 로고    scopus 로고
    • Parametric analysis of fMRI data using linear systems methods
    • Cohen MS (1997): Parametric analysis of fMRI data using linear systems methods. NeuroImage 6:93-103.
    • (1997) NeuroImage , vol.6 , pp. 93-103
    • Cohen, M.S.1
  • 12
    • 0344842271 scopus 로고    scopus 로고
    • Outlier detection in fMRI time series
    • Cox RW (2002): Outlier detection in fMRI time series. Proc Intl Soc Mag Reson Med 10.
    • (2002) Proc Intl Soc Mag Reson Med , pp. 10
    • Cox, R.W.1
  • 13
    • 0344842269 scopus 로고
    • Significance tests and tests of models in multiple regression
    • Cramer EM (1972): Significance tests and tests of models in multiple regression. Am Stat 26:26-30.
    • (1972) Am Stat , vol.26 , pp. 26-30
    • Cramer, E.M.1
  • 15
    • 0032777187 scopus 로고    scopus 로고
    • Localization of cardiac-1induced signal change in fMRI
    • Dagli MS, Ingeholm JE, Haxby JV (1999): Localization of cardiac-1induced signal change in fMRI. Neuroimage 9:407-415.
    • (1999) Neuroimage , vol.9 , pp. 407-415
    • Dagli, M.S.1    Ingeholm, J.E.2    Haxby, J.V.3
  • 16
    • 0032884783 scopus 로고    scopus 로고
    • Optimal experimental design for event-related fMRI
    • Dale AM (1999): Optimal experimental design for event-related fMRI. Hum Brain Mapp 8:109-114.
    • (1999) Hum Brain Mapp , vol.8 , pp. 109-114
    • Dale, A.M.1
  • 17
    • 0033860984 scopus 로고    scopus 로고
    • A debate over fMRI data sharing
    • Editorial (2000): A debate over fMRI data sharing. Nature Neurosci 3:845-846.
    • (2000) Nature Neurosci , vol.3 , pp. 845-846
  • 18
    • 0030727069 scopus 로고    scopus 로고
    • Brainvox: An interactive, multimodal visualization and analysis system for neuroanatomical imaging
    • Frank RJ, Damasio H, Grabowski TJ (1997): Brainvox: an interactive, multimodal visualization and analysis system for neuroanatomical imaging. Neuroimage 5:13-0.
    • (1997) Neuroimage , vol.5 , pp. 13-10
    • Frank, R.J.1    Damasio, H.2    Grabowski, T.J.3
  • 19
    • 0032477723 scopus 로고    scopus 로고
    • Imaging neuroscience: Principles or maps?
    • Friston KJ (1998): Imaging neuroscience: principles or maps? Proc Natl Acad Sci USA 95:796-802.
    • (1998) Proc Natl Acad Sci USA , vol.95 , pp. 796-802
    • Friston, K.J.1
  • 24
    • 0002604589 scopus 로고
    • Significance tests in multiple regression
    • Geary RC, Lese CEV (1968): Significance tests in multiple regression. Am Stat 22:20-21.
    • (1968) Am Stat , vol.22 , pp. 20-21
    • Geary, R.C.1    Lese, C.E.V.2
  • 25
    • 0030931831 scopus 로고    scopus 로고
    • Estimating test-retest reliability in functional MR imaging. I: Statistic methodology
    • Genovese CR, Noll DC, Eddy WF (1997): Estimating test-retest reliability in functional MR imaging. I: statistic methodology. Magn Reson Med 38:497-507.
    • (1997) Magn Reson Med , vol.38 , pp. 497-507
    • Genovese, C.R.1    Noll, D.C.2    Eddy, W.F.3
  • 26
    • 0003556298 scopus 로고    scopus 로고
    • New York: John Wiley and Sons
    • Goodwin CJ (1998): Research in psychology. New York: John Wiley and Sons. p 99-169.
    • (1998) Research in Psychology , pp. 99-169
    • Goodwin, C.J.1
  • 28
    • 0029118783 scopus 로고
    • Retrospective estimation and correction of physiological fluctuation in functional MRI
    • Hu X, Le TH, Parrish T, Erhard P (1995): Retrospective estimation and correction of physiological fluctuation in functional MRI. Magn Reson Med 34:201-212.
    • (1995) Magn Reson Med , vol.34 , pp. 201-212
    • Hu, X.1    Le, T.H.2    Parrish, T.3    Erhard, P.4
  • 29
  • 31
    • 0005160556 scopus 로고    scopus 로고
    • F-and t-tests in multiple regression: The possibility of 'conflicting' outcomes
    • Largey A, Spencer JE (1996): F-and t-tests in multiple regression: the possibility of 'conflicting' outcomes. Statistician 45:105-109.
    • (1996) Statistician , vol.45 , pp. 105-109
    • Largey, A.1    Spencer, J.E.2
  • 32
    • 0008913870 scopus 로고    scopus 로고
    • Retrospective estimation and correction of physiological artifacts in fMRI by direct extraction of physiological activity from fMRI data
    • Le TH, Hu X (1996): Retrospective estimation and correction of physiological artifacts in fMRI by direct extraction of physiological activity from fMRI data. Magn Reson Med 35:290-298.
    • (1996) Magn Reson Med , vol.35 , pp. 290-298
    • Le, T.H.1    Hu, X.2
  • 33
    • 0030669660 scopus 로고    scopus 로고
    • Methods for assessing accuracy and reliability in functional MRI
    • Le TH, Hu X (1997): Methods for assessing accuracy and reliability in functional MRI. NMR Biomed 10:160-164.
    • (1997) NMR Biomed , vol.10 , pp. 160-164
    • Le, T.H.1    Hu, X.2
  • 36
    • 0030843419 scopus 로고    scopus 로고
    • Time series analysis in the time domain and resampling methods for studies of functional magnetic resonance brain imaging
    • Locascio JJ, Jennings PJ, Moore CI, Corkin S (1997): Time series analysis in the time domain and resampling methods for studies of functional magnetic resonance brain imaging. Hum Brain Mapp 5:168-193.
    • (1997) Hum Brain Mapp , vol.5 , pp. 168-193
    • Locascio, J.J.1    Jennings, P.J.2    Moore, C.I.3    Corkin, S.4
  • 37
    • 0036293403 scopus 로고    scopus 로고
    • Test-retest reliability estimation of functional MRI data
    • Maitra R, Roys SR, Gullapalli RP (2002): Test-retest reliability estimation of functional MRI data. Magn Reson Med 48:62-70.
    • (2002) Magn Reson Med , vol.48 , pp. 62-70
    • Maitra, R.1    Roys, S.R.2    Gullapalli, R.P.3
  • 38
    • 0033778064 scopus 로고    scopus 로고
    • A new statistical approach to detecting significant activation in functional MRI
    • Marchini JL, Ripley BD (2000): A new statistical approach to detecting significant activation in functional MRI. Neuroimage 12:366-380.
    • (2000) Neuroimage , vol.12 , pp. 366-380
    • Marchini, J.L.1    Ripley, B.D.2
  • 40
    • 0035206303 scopus 로고    scopus 로고
    • Baseline conditions and subtractive logic in neuroimaging
    • Newman SD, Twieg DB, Carpenter PA (2001): Baseline conditions and subtractive logic in neuroimaging. Hum Brain Mapp 14:228-235.
    • (2001) Hum Brain Mapp , vol.14 , pp. 228-235
    • Newman, S.D.1    Twieg, D.B.2    Carpenter, P.A.3
  • 41
    • 0043122690 scopus 로고    scopus 로고
    • Data exploration through model diagnosis
    • Nichols TE, Luo WL (2001): Data exploration through model diagnosis. Neuroimage 13:S208.
    • (2001) Neuroimage , vol.13
    • Nichols, T.E.1    Luo, W.L.2
  • 43
    • 0141919613 scopus 로고    scopus 로고
    • Attenuation of brain BOLD response following lipid ingestion
    • Noseworthy MD, Alfonsi J, Bells S (2003): Attenuation of brain BOLD response following lipid ingestion. Hum Brain Mapp 20:116-121.
    • (2003) Hum Brain Mapp , vol.20 , pp. 116-121
    • Noseworthy, M.D.1    Alfonsi, J.2    Bells, S.3
  • 45
    • 0033614941 scopus 로고    scopus 로고
    • Statistical limitations in functional neuroimaging 1. Non-inferential methods and statistical models
    • Petersson KM, Nichols TE, Poline J-B, Holmes AP (1999): Statistical limitations in functional neuroimaging 1. Non-inferential methods and statistical models. Phil Trans R Soc Lond B 354:1239-1260.
    • (1999) Phil Trans R Soc Lond B , vol.354 , pp. 1239-1260
    • Petersson, K.M.1    Nichols, T.E.2    Poline, J.-B.3    Holmes, A.P.4
  • 47
    • 0031880021 scopus 로고    scopus 로고
    • Effect of temporal autocorrelation due to physiological noise and stimulus paradigm on voxel-level false-positive rates in fMRI
    • Purdon PL, Weisskoff RM (1998): Effect of temporal autocorrelation due to physiological noise and stimulus paradigm on voxel-level false-positive rates in fMRI. Hum Brain Mapp 6:239-249.
    • (1998) Hum Brain Mapp , vol.6 , pp. 239-249
    • Purdon, P.L.1    Weisskoff, R.M.2
  • 48
    • 0034813965 scopus 로고    scopus 로고
    • Locally regularized spatio-temporal modeling and model comparison for functional fMRI
    • Purdon PL, Solo V, Weisskoff RM, Brown EN (2001): Locally regularized spatio-temporal modeling and model comparison for functional fMRI. Neuroimage 14:912-923.
    • (2001) Neuroimage , vol.14 , pp. 912-923
    • Purdon, P.L.1    Solo, V.2    Weisskoff, R.M.3    Brown, E.N.4
  • 50
    • 0345705249 scopus 로고    scopus 로고
    • Can improved statistical modeling reduce residuals temporal auto-correlation? International Society for Magnetic Resonance in Medicine (ISMRM) Annual Meeting, Scotland
    • Razavi M, Grabowski TJ, Mehta S, and Bolinger L (2001a): Can improved statistical modeling reduce residuals temporal auto-correlation? International Society for Magnetic Resonance in Medicine (ISMRM) Annual Meeting, Scotland. Proc Intl Soc Mag Reson Med 2001;9:1747.
    • (2001) Proc Intl Soc Mag Reson Med , vol.9 , pp. 1747
    • Razavi, M.1    Grabowski, T.J.2    Mehta, S.3    Bolinger, L.4
  • 51
    • 0042120757 scopus 로고    scopus 로고
    • The source of residual temporal autocorrelation in fMRI time series
    • Razavi M, Grabowski TJ, Mehta S, Bolinger L (2001b): The source of residual temporal autocorrelation in fMRI time series. Neuroimage 13:S228.
    • (2001) Neuroimage , vol.13
    • Razavi, M.1    Grabowski, T.J.2    Mehta, S.3    Bolinger, L.4
  • 52
    • 0345705248 scopus 로고    scopus 로고
    • Model quality metrics for assessing linear models in fMRI time series analysis
    • Razavi M, Grabowski TJ, Mehta S, Allen, JS, Bolinger L (2001c): Model quality metrics for assessing linear models in fMRI time series analysis. Soc Neurosci Abstr 27:83:12.
    • (2001) Soc Neurosci Abstr , vol.27 , Issue.83 , pp. 12
    • Razavi, M.1    Grabowski, T.J.2    Mehta, S.3    Allen, J.S.4    Bolinger, L.5
  • 54
    • 0032807513 scopus 로고    scopus 로고
    • ROC analysis of statistical methods used in functional MRI: Individual subjects
    • Skudlarski P, Constable RT, Gore JC (1999): ROC analysis of statistical methods used in functional MRI: individual subjects. NeuroImage 9:311-329.
    • (1999) NeuroImage , vol.9 , pp. 311-329
    • Skudlarski, P.1    Constable, R.T.2    Gore, J.C.3
  • 55
    • 0035146415 scopus 로고    scopus 로고
    • Real-time multiple linear regression for fMRI supported by time-aware acquisition and processing
    • Smyser C, Grabowski TJ, Frank RJ, Haller JW, Bolinger L 2001. Real-time multiple linear regression for fMRI supported by time-aware acquisition and processing. Magn Reson Med 45:289-298.
    • (2001) Magn Reson Med , vol.45 , pp. 289-298
    • Smyser, C.1    Grabowski, T.J.2    Frank, R.J.3    Haller, J.W.4    Bolinger, L.5
  • 56
    • 0035940420 scopus 로고    scopus 로고
    • When zero is not zero: The problem of ambiguous baseline conditions in fMRI
    • Stark CEL, Squire LR (2001): When zero is not zero: the problem of ambiguous baseline conditions in fMRI. PNAS 98:12760-12766.
    • (2001) PNAS , vol.98 , pp. 12760-12766
    • Stark, C.E.L.1    Squire, L.R.2
  • 58
    • 0030894040 scopus 로고    scopus 로고
    • Box-Jenkins intervention analysis of functional magnetic resonance imaging data
    • Tagaris GA, Richter W, Kim S-G, Georgopoulos AP (1997): Box-Jenkins intervention analysis of functional magnetic resonance imaging data. Neurosci Res 27:289-294.
    • (1997) Neurosci Res , vol.27 , pp. 289-294
    • Tagaris, G.A.1    Richter, W.2    Kim, S.-G.3    Georgopoulos, A.P.4
  • 60
    • 0031789316 scopus 로고    scopus 로고
    • Functional magnetic resonance imaging of the human brain: Data acquisition and analysis
    • Turner R, Howseman A, Rees GE, Josephs O, Friston K (1998): Functional magnetic resonance imaging of the human brain: data acquisition and analysis. Exp Brain Res 123:5-12.
    • (1998) Exp Brain Res , vol.123 , pp. 5-12
    • Turner, R.1    Howseman, A.2    Rees, G.E.3    Josephs, O.4    Friston, K.5
  • 61
    • 0032220383 scopus 로고    scopus 로고
    • Psychometric characteristics of computer-adaptive and self-adaptive vocabulary tests: The role of answer feedback and test anxiety
    • Vispoel WP (1998): Psychometric characteristics of computer-adaptive and self-adaptive vocabulary tests: the role of answer feedback and test anxiety. J Edu Measurement 35:155-167.
    • (1998) J Edu Measurement , vol.35 , pp. 155-167
    • Vispoel, W.P.1
  • 62
    • 0026776405 scopus 로고
    • A rapid automated algorithm for accurately aligning and reslicing PET images
    • Woods RP, Cherry SR, Mazziotta JC (1992): A rapid automated algorithm for accurately aligning and reslicing PET images. J Comput Assist Tomogr 16:620-633.
    • (1992) J Comput Assist Tomogr , vol.16 , pp. 620-633
    • Woods, R.P.1    Cherry, S.R.2    Mazziotta, J.C.3
  • 63
    • 0035212159 scopus 로고    scopus 로고
    • Temporal autocorrelation in univariate linear modeling of fMRI data
    • Woolrich MW, Ripley BD, Brady M, Smith SM (2001): Temporal autocorrelation in univariate linear modeling of fMRI data. Neuroimage 14:1370-1386.
    • (2001) Neuroimage , vol.14 , pp. 1370-1386
    • Woolrich, M.W.1    Ripley, B.D.2    Brady, M.3    Smith, S.M.4
  • 64
    • 0029096148 scopus 로고
    • Analysis of fMRI time-series. Revisited again
    • Worsley KJ, Friston KJ (1995): Analysis of fMRI time-series. Revisited again. NeuroImage 2:173-181.
    • (1995) NeuroImage , vol.2 , pp. 173-181
    • Worsley, K.J.1    Friston, K.J.2
  • 66
    • 0030733807 scopus 로고    scopus 로고
    • Empirical analyses of BOLD fMRI statistics
    • Zarahn E, Aguirre GK, E'Esposito M (1997): Empirical analyses of BOLD fMRI statistics. Neuroimage 5:179-197.
    • (1997) Neuroimage , vol.5 , pp. 179-197
    • Zarahn, E.1    Aguirre, G.K.2    E'Esposito, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.