메뉴 건너뛰기




Volumn 124, Issue 11, 2013, Pages 2108-2118

Modelling hemodynamic response function in epilepsy

Author keywords

Drug resistant epilepsy; EEG fMRI; Hemodynamic response function; Individual based HRF

Indexed keywords

ADULT; ARTICLE; BOLD SIGNAL; CLINICAL ARTICLE; COMPARATIVE STUDY; ELECTROENCEPHALOGRAM; EPILEPSY; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HEMODYNAMICS; HUMAN; INFORMED CONSENT; MALE; PRIORITY JOURNAL; SIMULATION;

EID: 84885848062     PISSN: 13882457     EISSN: 18728952     Source Type: Journal    
DOI: 10.1016/j.clinph.2013.05.024     Document Type: Article
Times cited : (22)

References (72)
  • 1
    • 30744460619 scopus 로고    scopus 로고
    • Cortical and thalamic fMRI responses in partial epilepsy with focal and bilateral synchronous spikes
    • Aghakhani Y., Kobayashi E., Bagshaw A.P., Hawco C., Benar C.G., Dubeau F., et al. Cortical and thalamic fMRI responses in partial epilepsy with focal and bilateral synchronous spikes. Clin Neurophysiol 2006, 117:177-191.
    • (2006) Clin Neurophysiol , vol.117 , pp. 177-191
    • Aghakhani, Y.1    Kobayashi, E.2    Bagshaw, A.P.3    Hawco, C.4    Benar, C.G.5    Dubeau, F.6
  • 3
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike H. A new look at the statistical model identification. IEEE Trans Autom Control 1974, 19:716-723.
    • (1974) IEEE Trans Autom Control , vol.19 , pp. 716-723
    • Akaike, H.1
  • 4
    • 0032587465 scopus 로고    scopus 로고
    • Activation detection in functional MRI using subspace modeling and maximum likelihood estimation
    • Ardekani B.A., Kershaw J., Kashikura K., Kanno I. Activation detection in functional MRI using subspace modeling and maximum likelihood estimation. IEEE Trans Med Imaging 1999, 18:101-114.
    • (1999) IEEE Trans Med Imaging , vol.18 , pp. 101-114
    • Ardekani, B.A.1    Kershaw, J.2    Kashikura, K.3    Kanno, I.4
  • 5
    • 3042853204 scopus 로고    scopus 로고
    • EEG-fMRI of focal epileptic spikes: analysis with multiple haemodynamic functions and comparison with gadolinium-enhanced MR angiograms
    • Bagshaw P., Aghakhani Y., Benar C.G., Kobayashi E., Hawco C., Dubeau F., et al. EEG-fMRI of focal epileptic spikes: analysis with multiple haemodynamic functions and comparison with gadolinium-enhanced MR angiograms. Hum Brain Mapp 2004, 22:179-192.
    • (2004) Hum Brain Mapp , vol.22 , pp. 179-192
    • Bagshaw, P.1    Aghakhani, Y.2    Benar, C.G.3    Kobayashi, E.4    Hawco, C.5    Dubeau, F.6
  • 6
    • 0027288454 scopus 로고
    • Processing strategies for time-courses data sets in functional MRI of the human brain
    • Bandettini P.A., Jesmanowicz A., Wong E.C., Hyde J.S. Processing strategies for time-courses data sets in functional MRI of the human brain. Magn Reson Med 1993, 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
  • 8
    • 33646141582 scopus 로고    scopus 로고
    • EEG-fMRI of epileptic spikes: concordance with EEG source localization and intracranial EEG
    • Benar C.G., Grova C., Kobayashi E., Bagshaw A.P., Aghakhani Y., Dubeau F., et al. EEG-fMRI of epileptic spikes: concordance with EEG source localization and intracranial EEG. Neuroimage 2006, 30:1161-1170.
    • (2006) Neuroimage , vol.30 , pp. 1161-1170
    • Benar, C.G.1    Grova, C.2    Kobayashi, E.3    Bagshaw, A.P.4    Aghakhani, Y.5    Dubeau, F.6
  • 9
    • 0029999731 scopus 로고    scopus 로고
    • Linear systems analysis of functional magnetic resonance imaging in human V1
    • Boynton G.M., Engel S.A., Glover G.H., Heeger D.J. Linear systems analysis of functional magnetic resonance imaging in human V1. J Neurosci 1996, 16:4207-4221.
    • (1996) J Neurosci , vol.16 , pp. 4207-4221
    • Boynton, G.M.1    Engel, S.A.2    Glover, G.H.3    Heeger, D.J.4
  • 10
    • 0031809018 scopus 로고    scopus 로고
    • Dynamics of blood flow and oxygenation changes during brain activation: the balloon model
    • Buxton R.B., Wong E.C., Frank L.R. Dynamics of blood flow and oxygenation changes during brain activation: the balloon model. Magn Res Med 1998, 39:855-864.
    • (1998) Magn Res Med , vol.39 , pp. 855-864
    • Buxton, R.B.1    Wong, E.C.2    Frank, L.R.3
  • 12
    • 0030727106 scopus 로고    scopus 로고
    • Parametric analysis of fMRI data using linear systems methods
    • Cohen M.S. Parametric analysis of fMRI data using linear systems methods. Neuroimage 1997, 6:93-103.
    • (1997) Neuroimage , vol.6 , pp. 93-103
    • Cohen, M.S.1
  • 13
    • 29244443235 scopus 로고    scopus 로고
    • Estimation of the intrinsic dimensionality of fMRI data
    • Cordesa D., Nandy R.R. Estimation of the intrinsic dimensionality of fMRI data. Neuroimage 2006, 29:145-154.
    • (2006) Neuroimage , vol.29 , pp. 145-154
    • Cordesa, D.1    Nandy, R.R.2
  • 14
    • 0030175198 scopus 로고    scopus 로고
    • AFNI: software for analysis and visualization of functional magnetic resonance neuroimages
    • Cox R.W. AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. Comput Biomed Res 1996, 29:162-173.
    • (1996) Comput Biomed Res , vol.29 , pp. 162-173
    • Cox, R.W.1
  • 16
    • 16844375692 scopus 로고    scopus 로고
    • Cortical/subcortical BOLD changes associated with epileptic discharges: an EEG-fMRI study at 3 T
    • Federico P., Archer J.S., Abbott D.F., Jackson G.D. Cortical/subcortical BOLD changes associated with epileptic discharges: an EEG-fMRI study at 3 T. Neurology 2005, 64:1125-1130.
    • (2005) Neurology , vol.64 , pp. 1125-1130
    • Federico, P.1    Archer, J.S.2    Abbott, D.F.3    Jackson, G.D.4
  • 21
    • 35648967028 scopus 로고    scopus 로고
    • Choosing the optimal fit function: comparison of the Akaike information criterion and the F-test
    • Glatting G., Kletting P., Reske S.N., Hohl K., Ring C. Choosing the optimal fit function: comparison of the Akaike information criterion and the F-test. Med Phys 2007, 34:4285-4292.
    • (2007) Med Phys , vol.34 , pp. 4285-4292
    • Glatting, G.1    Kletting, P.2    Reske, S.N.3    Hohl, K.4    Ring, C.5
  • 22
    • 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, 9:416-429.
    • (1999) Neuroimage , vol.9 , pp. 416-429
    • Glover, G.H.1
  • 23
    • 0035013277 scopus 로고    scopus 로고
    • Bayesian spatiotemporal inference in functional magnetic resonance imaging
    • Gössl C., Auer D.P., Fahrmeir L. Bayesian spatiotemporal inference in functional magnetic resonance imaging. Biometrics 2001, 57:554-562.
    • (2001) Biometrics , vol.57 , pp. 554-562
    • Gössl, C.1    Auer, D.P.2    Fahrmeir, L.3
  • 24
    • 0034973147 scopus 로고    scopus 로고
    • Bayesian modeling of the hemodynamic response function in BOLD fMRI
    • Gössl C., Fahrmeir L., Auer D.P. Bayesian modeling of the hemodynamic response function in BOLD fMRI. Neuroimage 2001, 14:140-148.
    • (2001) Neuroimage , vol.14 , pp. 140-148
    • Gössl, C.1    Fahrmeir, L.2    Auer, D.P.3
  • 25
    • 7744229971 scopus 로고    scopus 로고
    • Combining EEG and FMRI in epilepsy: methodological challenges and clinical results
    • Gotman J., Benar C.G., Dubeau F. Combining EEG and FMRI in epilepsy: methodological challenges and clinical results. J Clin Neurophysiol 2004, 21:229-240.
    • (2004) J Clin Neurophysiol , vol.21 , pp. 229-240
    • Gotman, J.1    Benar, C.G.2    Dubeau, F.3
  • 28
    • 77955080350 scopus 로고    scopus 로고
    • Characterization of the hemodynamic modes associated with interictal epileptic activity using a deformable model-based analysis of combined EEG and functional MRI recordings
    • Grouiller F., Vercueil L., Krainik A., Segebarth C., Kahane P., David O. Characterization of the hemodynamic modes associated with interictal epileptic activity using a deformable model-based analysis of combined EEG and functional MRI recordings. Hum Brain Mapp 2010, 31:1157-1173.
    • (2010) Hum Brain Mapp , vol.31 , pp. 1157-1173
    • Grouiller, F.1    Vercueil, L.2    Krainik, A.3    Segebarth, C.4    Kahane, P.5    David, O.6
  • 30
    • 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, 21:1639-1651.
    • (2004) Neuroimage , vol.21 , pp. 1639-1651
    • Handwerker, D.A.1    Ollinger, J.M.2    D'Esposito, M.3
  • 31
    • 34147115142 scopus 로고    scopus 로고
    • BOLD changes occur prior to epileptic spikes seen on scalp EEG
    • Hawco C.S., Bagshaw A.P., Lu Y., Dubeau F., Gotman J. BOLD changes occur prior to epileptic spikes seen on scalp EEG. Neuroimage 2007, 35:1450-1458.
    • (2007) Neuroimage , vol.35 , pp. 1450-1458
    • Hawco, C.S.1    Bagshaw, A.P.2    Lu, Y.3    Dubeau, F.4    Gotman, J.5
  • 32
    • 0032738184 scopus 로고    scopus 로고
    • Investigation of BOLD signal dependence on cerebral blood flow and oxygen consumption: the deoxyhemoglobin dilution model
    • Hoge R.D., Atkinson J., Gill B., Crelier G.R., Marrett S., Pike G.B. Investigation of BOLD signal dependence on cerebral blood flow and oxygen consumption: the deoxyhemoglobin dilution model. Magn Reson Med 1999, 42:849-863.
    • (1999) Magn Reson Med , vol.42 , pp. 849-863
    • Hoge, R.D.1    Atkinson, J.2    Gill, B.3    Crelier, G.R.4    Marrett, S.5    Pike, G.B.6
  • 34
    • 36049040589 scopus 로고    scopus 로고
    • Hemodynamic responses to interictal epileptiform discharges in children with symptomatic epilepsy
    • Jacobs J., Kobayashi E., Boor R., Muhle H., Stephan W., Hawco C., et al. Hemodynamic responses to interictal epileptiform discharges in children with symptomatic epilepsy. Epilepsia 2007, 48:2068-2078.
    • (2007) Epilepsia , vol.48 , pp. 2068-2078
    • Jacobs, J.1    Kobayashi, E.2    Boor, R.3    Muhle, H.4    Stephan, W.5    Hawco, C.6
  • 35
    • 62049085615 scopus 로고    scopus 로고
    • Hemodynamic changes preceding the interictal EEG spike in patients with focal epilepsy investigated using simultaneous EEG-fMRI
    • Jacobs J., Levan P., Moeller F., Boor R., Stephani U., Gotman J., et al. Hemodynamic changes preceding the interictal EEG spike in patients with focal epilepsy investigated using simultaneous EEG-fMRI. Neuroimage 2009, 45:1220-1231.
    • (2009) Neuroimage , vol.45 , pp. 1220-1231
    • Jacobs, J.1    Levan, P.2    Moeller, F.3    Boor, R.4    Stephani, U.5    Gotman, J.6
  • 37
    • 31544472639 scopus 로고    scopus 로고
    • Grey matter heterotopia: what EEG-fMRI can tell us about epileptogenicity of neuronal migration disorders
    • Kobayashi E., Bagshaw A.P., Grova C., Gotman J., Dubeau F. Grey matter heterotopia: what EEG-fMRI can tell us about epileptogenicity of neuronal migration disorders. Brain 2006, 129:366-374.
    • (2006) Brain , vol.129 , pp. 366-374
    • Kobayashi, E.1    Bagshaw, A.P.2    Grova, C.3    Gotman, J.4    Dubeau, F.5
  • 38
    • 0021431509 scopus 로고
    • Multiexponential, multicompartmental, and noncompartmental modeling. II. Data analysis and statistical considerations
    • Landaw E.M., Di Stefano J.J. Multiexponential, multicompartmental, and noncompartmental modeling. II. Data analysis and statistical considerations. Am J Physiol 1984, 246:R665-677.
    • (1984) Am J Physiol , vol.246
    • Landaw, E.M.1    Di Stefano, J.J.2
  • 39
    • 0039377687 scopus 로고    scopus 로고
    • Non-linear Fourier time series analysis for human brain mapping by functional magnetic resonance imaging (with discussion). Applied Statistics
    • Lange N., Zeger S.L. Non-linear Fourier time series analysis for human brain mapping by functional magnetic resonance imaging (with discussion). Applied Statistics. J R Stat Soc C App 1997, 1-29.
    • (1997) J R Stat Soc C App , pp. 1-29
    • Lange, N.1    Zeger, S.L.2
  • 40
    • 34447339937 scopus 로고    scopus 로고
    • Electroencephalography/functional MRI in human epilepsy: what it currently can and cannot do
    • Laufs H., Duncan J.S. Electroencephalography/functional MRI in human epilepsy: what it currently can and cannot do. Curr Opin Neurol 2007, 20:417-423.
    • (2007) Curr Opin Neurol , vol.20 , pp. 417-423
    • Laufs, H.1    Duncan, J.S.2
  • 41
    • 0034878326 scopus 로고    scopus 로고
    • Event-related fMRI with simultaneous and continuous EEG: description of the method and initial case report
    • Lemieux L., Salek-Haddadi A., Josephs O., Allen P., Toms N., Scott C., et al. Event-related fMRI with simultaneous and continuous EEG: description of the method and initial case report. Neuroimage 2001, 14:780-787.
    • (2001) Neuroimage , vol.14 , pp. 780-787
    • Lemieux, L.1    Salek-Haddadi, A.2    Josephs, O.3    Allen, P.4    Toms, N.5    Scott, C.6
  • 43
    • 75249099666 scopus 로고    scopus 로고
    • Modulation by EEG features of BOLD responses to interictal epileptiform discharges
    • LeVan P., Tyvaert L., Gotman J. Modulation by EEG features of BOLD responses to interictal epileptiform discharges. Neuroimage 2010, 50:15-26.
    • (2010) Neuroimage , vol.50 , pp. 15-26
    • LeVan, P.1    Tyvaert, L.2    Gotman, J.3
  • 44
    • 70449704050 scopus 로고    scopus 로고
    • EEG-fMRI study on the interictal and ictal generalized spikewave discharges in patients with childhood absence epilepsy
    • Li Q., Luo C., Yang T., Yao Z., He L., Liu L., et al. EEG-fMRI study on the interictal and ictal generalized spikewave discharges in patients with childhood absence epilepsy. Epilepsy Res 2009, 87:160-168.
    • (2009) Epilepsy Res , vol.87 , pp. 160-168
    • Li, Q.1    Luo, C.2    Yang, T.3    Yao, Z.4    He, L.5    Liu, L.6
  • 45
    • 65549098868 scopus 로고    scopus 로고
    • Modeling the hemodynamic response function in fMRI: efficiency, bias and mis-modeling
    • Lindquist M.A., MengLoh J., Atlas L.Y., Wager T.D. Modeling the hemodynamic response function in fMRI: efficiency, bias and mis-modeling. Neuroimage 2009, 45:S187-S198.
    • (2009) Neuroimage , vol.45
    • Lindquist, M.A.1    MengLoh, J.2    Atlas, L.Y.3    Wager, T.D.4
  • 46
    • 33751072952 scopus 로고    scopus 로고
    • Using voxel-specific hemodynamic response function in EEG-fMRI data analysis: an estimation and detection model
    • Lu Y., Grova C., Kobayashy E., Dubeau F., Gotman J. Using voxel-specific hemodynamic response function in EEG-fMRI data analysis: an estimation and detection model. Neuroimage 2007, 34:196-203.
    • (2007) Neuroimage , vol.34 , pp. 196-203
    • Lu, Y.1    Grova, C.2    Kobayashy, E.3    Dubeau, F.4    Gotman, J.5
  • 47
    • 42249101233 scopus 로고    scopus 로고
    • Analysis of FMRI data with drift: modified general linear model and Bayesian estimator
    • Luo H., Puthusserypady S. Analysis of FMRI data with drift: modified general linear model and Bayesian estimator. IEEE Trans Biomed Eng 2008, 55:1504-1511.
    • (2008) IEEE Trans Biomed Eng , vol.55 , pp. 1504-1511
    • Luo, H.1    Puthusserypady, S.2
  • 48
    • 24944433964 scopus 로고    scopus 로고
    • BOLD signal increase precedes EEG spike activity - a dynamic penicillin induced focal epilepsy in deep anesthesia
    • Makiranta M., Ruohonen J., Suominen K., Niinimaki J., Sonkajarvi E., Kiviniemi V., et al. BOLD signal increase precedes EEG spike activity - a dynamic penicillin induced focal epilepsy in deep anesthesia. Neuroimage 2005, 27:715-724.
    • (2005) Neuroimage , vol.27 , pp. 715-724
    • Makiranta, M.1    Ruohonen, J.2    Suominen, K.3    Niinimaki, J.4    Sonkajarvi, E.5    Kiviniemi, V.6
  • 49
  • 50
    • 84655169664 scopus 로고    scopus 로고
    • Effect of median-nerve electrical stimulation on BOLD activity in acute ischemic stroke patients
    • Manganotti P., Storti S.F., Formaggio E., Acler M., Zoccatelli G., Pizzini F.B., et al. Effect of median-nerve electrical stimulation on BOLD activity in acute ischemic stroke patients. Clin Neurophysiol 2012, 123:142-153.
    • (2012) Clin Neurophysiol , vol.123 , pp. 142-153
    • Manganotti, P.1    Storti, S.F.2    Formaggio, E.3    Acler, M.4    Zoccatelli, G.5    Pizzini, F.B.6
  • 51
    • 0037407297 scopus 로고    scopus 로고
    • Robust Bayesian estimation of the hemodynamic response function in event-related BOLD fMRI using basic physiological information
    • Marrelec G., Benali H., Ciuciu P., Pelegrini-Issac M., Poline J.B. Robust Bayesian estimation of the hemodynamic response function in event-related BOLD fMRI using basic physiological information. Hum Brain Mapp 2003, 19:1-17.
    • (2003) Hum Brain Mapp , vol.19 , pp. 1-17
    • Marrelec, G.1    Benali, H.2    Ciuciu, P.3    Pelegrini-Issac, M.4    Poline, J.B.5
  • 52
    • 38749120957 scopus 로고    scopus 로고
    • Changes in activity of striato-thalamo-cortical network precede generalized spike wave discharges
    • Moeller F., Siebner H.R., Wolff S., Muhle H., Boor R., Granert O., et al. Changes in activity of striato-thalamo-cortical network precede generalized spike wave discharges. Neuroimage 2008, 39:1839-1849.
    • (2008) Neuroimage , vol.39 , pp. 1839-1849
    • Moeller, F.1    Siebner, H.R.2    Wolff, S.3    Muhle, H.4    Boor, R.5    Granert, O.6
  • 53
    • 78651416767 scopus 로고    scopus 로고
    • Independent component analysis (ICA) of generalized spike wave discharges in fMRI: comparison with general linear model-based EEG-fMRI
    • Moeller F., LeVan P., Gotman J. Independent component analysis (ICA) of generalized spike wave discharges in fMRI: comparison with general linear model-based EEG-fMRI. Hum Brain Mapp 2011, 32:209-217.
    • (2011) Hum Brain Mapp , vol.32 , pp. 209-217
    • Moeller, F.1    LeVan, P.2    Gotman, J.3
  • 54
    • 0034813965 scopus 로고    scopus 로고
    • Locally regularized spatiotemporal modeling and model comparison for functional MRI
    • Purdon P.L., Solo V., Weisskoff R.M., Brown E. Locally regularized spatiotemporal modeling and model comparison for functional MRI. Neuroimage 2001, 14:912-923.
    • (2001) Neuroimage , vol.14 , pp. 912-923
    • Purdon, P.L.1    Solo, V.2    Weisskoff, R.M.3    Brown, E.4
  • 55
    • 0031903335 scopus 로고    scopus 로고
    • Modeling hemodynamic response for analysis of functional MRI time-series
    • Rajapakse J.C., Kruggel F., Maisog J.M., von Cramon D.Y. Modeling hemodynamic response for analysis of functional MRI time-series. Hum Brain Mapp 1998, 6:283-300.
    • (1998) Hum Brain Mapp , vol.6 , pp. 283-300
    • Rajapakse, J.C.1    Kruggel, F.2    Maisog, J.M.3    von Cramon, D.Y.4
  • 56
    • 77956327668 scopus 로고    scopus 로고
    • BOLD signal changes preceding negative responses in EEG-fMRI in patients with focal epilepsy
    • Rathakrishnan R., Moeller F., Levan P., Dubeau F., Gotman J. BOLD signal changes preceding negative responses in EEG-fMRI in patients with focal epilepsy. Epilepsia 2010, 51:1837-1845.
    • (2010) Epilepsia , vol.51 , pp. 1837-1845
    • Rathakrishnan, R.1    Moeller, F.2    Levan, P.3    Dubeau, F.4    Gotman, J.5
  • 59
    • 35148851999 scopus 로고    scopus 로고
    • Independent component analysis of interictal fMRI in focal epilepsy: comparison with general linear model based EEG-correlated fMRI
    • Rodionov R., De Martino F., Laufs H., Carmichael D.W., Formisano E., Walker M., et al. Independent component analysis of interictal fMRI in focal epilepsy: comparison with general linear model based EEG-correlated fMRI. Neuroimage 2007, 38:488-500.
    • (2007) Neuroimage , vol.38 , pp. 488-500
    • Rodionov, R.1    De Martino, F.2    Laufs, H.3    Carmichael, D.W.4    Formisano, E.5    Walker, M.6
  • 60
    • 78651291628 scopus 로고    scopus 로고
    • Present and future of simultaneous EEG-fMRI
    • Rosenkranz K., Lemieux L. Present and future of simultaneous EEG-fMRI. Magn Reson Mater Phys 2010, 23:309-316.
    • (2010) Magn Reson Mater Phys , vol.23 , pp. 309-316
    • Rosenkranz, K.1    Lemieux, L.2
  • 62
    • 33646557029 scopus 로고    scopus 로고
    • Hemodynamic correlates of epileptiform discharges: an EEG-fMRI study of 63 patients with focal epilepsy
    • Salek-Haddadi A., Diehl B., Hamandi K., Merschhemke M., Liston A., Friston K., et al. Hemodynamic correlates of epileptiform discharges: an EEG-fMRI study of 63 patients with focal epilepsy. Brain Res 2006, 1088:148-166.
    • (2006) Brain Res , vol.1088 , pp. 148-166
    • Salek-Haddadi, A.1    Diehl, B.2    Hamandi, K.3    Merschhemke, M.4    Liston, A.5    Friston, K.6
  • 65
    • 72549106935 scopus 로고    scopus 로고
    • Noninvasive dynamic imaging of seizures in epileptic patients
    • Tyvaert L., LeVan P., Dubeau F., Gotman J. Noninvasive dynamic imaging of seizures in epileptic patients. Hum Brain Mapp 2009, 30:3993-4011.
    • (2009) Hum Brain Mapp , vol.30 , pp. 3993-4011
    • Tyvaert, L.1    LeVan, P.2    Dubeau, F.3    Gotman, J.4
  • 66
    • 0037383650 scopus 로고    scopus 로고
    • On the undecidability among kinetic models: from model selection to model averaging
    • Turkheimer F.E., Hinz R., Cunningham V.J. On the undecidability among kinetic models: from model selection to model averaging. J Cereb Blood Flow Metab 2003, 23:490-498.
    • (2003) J Cereb Blood Flow Metab , vol.23 , pp. 490-498
    • Turkheimer, F.E.1    Hinz, R.2    Cunningham, V.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.