메뉴 건너뛰기




Volumn 94, Issue , 2014, Pages 203-215

Deconvolution of neural dynamics from fMRI data using a spatiotemporal hemodynamic response function

Author keywords

BOLD; Deconvolution; FMRI; HRF; Spatiotemporal; StHRF

Indexed keywords

ARTICLE; BOLD SIGNAL; BRAIN MAPPING; CONTROLLED STUDY; DECONVOLUTION; ELECTROPHYSIOLOGY; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HEMODYNAMICS; MATHEMATICAL PHENOMENA; NERVE CELL STIMULATION; NERVOUS SYSTEM; NOISE; NON INVASIVE MEASUREMENT; PRIORITY JOURNAL; SIMULATION; SPATIOTEMPORAL HEMODYNAMIC RESPONSE FUNCTION; VALIDITY; ALGORITHM; BIOLOGICAL MODEL; BLOOD FLOW VELOCITY; BRAIN CIRCULATION; COMPUTER ASSISTED DIAGNOSIS; COMPUTER SIMULATION; CONNECTOME; HUMAN; NERVE CELL NETWORK; NUCLEAR MAGNETIC RESONANCE IMAGING; OXIMETRY; OXYGEN CONSUMPTION; PHYSIOLOGY; PROCEDURES; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SPATIOTEMPORAL ANALYSIS; STATISTICAL MODEL; VISION; VISUAL CORTEX;

EID: 84898624099     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2014.03.001     Document Type: Article
Times cited : (36)

References (61)
  • 1
    • 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
  • 3
    • 84896711569 scopus 로고    scopus 로고
    • Spatiotemporal hemodynamic response functions derived from physiology
    • Aquino K.M., Robinson P.A., Drysdale P.M. Spatiotemporal hemodynamic response functions derived from physiology. J. Theor. Biol. 2014, 347:118-136.
    • (2014) J. Theor. Biol. , vol.347 , pp. 118-136
    • Aquino, K.M.1    Robinson, P.A.2    Drysdale, P.M.3
  • 5
    • 0036889792 scopus 로고    scopus 로고
    • The neural basis of functional brain imaging signals
    • Attwell D., Iadecola C. The neural basis of functional brain imaging signals. Trends Neurosci. 2002, 25:621-625.
    • (2002) Trends Neurosci. , vol.25 , pp. 621-625
    • Attwell, D.1    Iadecola, C.2
  • 7
    • 34250820992 scopus 로고    scopus 로고
    • Standing waves and traveling waves distinguish two circuits in visual cortex
    • Benucci A., Frazor R.A., Carandini M. Standing waves and traveling waves distinguish two circuits in visual cortex. Neuron 2007, 55:103-117.
    • (2007) Neuron , vol.55 , pp. 103-117
    • Benucci, A.1    Frazor, R.A.2    Carandini, M.3
  • 9
    • 84861337769 scopus 로고    scopus 로고
    • Improved decoding of neural activity from fMRI signals using non-separable spatiotemporal deconvolutions
    • Bießmann F., Murayama Y., Logothetis N., Müller K., Meinecke F. Improved decoding of neural activity from fMRI signals using non-separable spatiotemporal deconvolutions. Neuroimage 2012, 61:1031-1042.
    • (2012) Neuroimage , vol.61 , pp. 1031-1042
    • Bießmann, F.1    Murayama, Y.2    Logothetis, N.3    Müller, K.4    Meinecke, F.5
  • 10
    • 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
  • 11
    • 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. Reson. Med. 1998, 39:855-864.
    • (1998) Magn. Reson. Med. , vol.39 , pp. 855-864
    • Buxton, R.B.1    Wong, E.C.2    Frank, L.R.3
  • 13
    • 77952423623 scopus 로고    scopus 로고
    • The contribution of astrocyte signalling to neurovascular coupling
    • Carmignoto G., Gómez-Gonzalo M. The contribution of astrocyte signalling to neurovascular coupling. Brain Res. Rev. 2010, 63:138-148.
    • (2010) Brain Res. Rev. , vol.63 , pp. 138-148
    • Carmignoto, G.1    Gómez-Gonzalo, M.2
  • 14
    • 52049095479 scopus 로고    scopus 로고
    • Mapping and correction of vascular hemodynamic latency in the BOLD signal
    • Chang C., Thomason M.E., Glover G.H. Mapping and correction of vascular hemodynamic latency in the BOLD signal. Neuroimage 2008, 43:90-102.
    • (2008) Neuroimage , vol.43 , pp. 90-102
    • Chang, C.1    Thomason, M.E.2    Glover, G.H.3
  • 16
    • 84883819822 scopus 로고    scopus 로고
    • Identifying neural drivers with functional MRI: an electrophysiological validation
    • David O., Guillemain I., Saillet S., Reyt S., Deransart C., et al. Identifying neural drivers with functional MRI: an electrophysiological validation. PLoS Biol. 2008, 6:2683-2697.
    • (2008) PLoS Biol. , vol.6 , pp. 2683-2697
    • David, O.1    Guillemain, I.2    Saillet, S.3    Reyt, S.4    Deransart, C.5
  • 19
    • 77954463951 scopus 로고    scopus 로고
    • Spatiotemporal BOLD dynamics from a porous elastic hemodynamic model
    • Drysdale P.M., Huber J., Robinson P.A., Aquino K.M. Spatiotemporal BOLD dynamics from a porous elastic hemodynamic model. J. Theor. Biol. 2010, 265:524-534.
    • (2010) J. Theor. Biol. , vol.265 , pp. 524-534
    • Drysdale, P.M.1    Huber, J.2    Robinson, P.A.3    Aquino, K.M.4
  • 21
    • 0030935592 scopus 로고    scopus 로고
    • Retinotopic organization in human visual cortex and the spatial precision of functional MRI
    • Engel S.A., Glover G.H., Wandell B.A. Retinotopic organization in human visual cortex and the spatial precision of functional MRI. Cereb. Cortex 1997, 7:181-192.
    • (1997) Cereb. Cortex , vol.7 , pp. 181-192
    • Engel, S.A.1    Glover, G.H.2    Wandell, B.A.3
  • 23
    • 0035088894 scopus 로고    scopus 로고
    • Estimation of respiration-induced noise fluctuations from undersampled multislice fMRI data
    • Frank L.R., Buxton R.B., Wong E.C. Estimation of respiration-induced noise fluctuations from undersampled multislice fMRI data. Magn. Reson. Med. 2001, 45:635-644.
    • (2001) Magn. Reson. Med. , vol.45 , pp. 635-644
    • Frank, L.R.1    Buxton, R.B.2    Wong, E.C.3
  • 24
    • 0028801925 scopus 로고
    • Regulation of rCBF by diffusible signals: an analysis of constraints on diffusion and elimination
    • Friston K.J. Regulation of rCBF by diffusible signals: an analysis of constraints on diffusion and elimination. Hum. Brain Mapp. 1995, 3:56-65.
    • (1995) Hum. Brain Mapp. , vol.3 , pp. 56-65
    • Friston, K.J.1
  • 25
    • 61349120207 scopus 로고    scopus 로고
    • Causal modelling and brain connectivity in functional magnetic resonance imaging
    • Friston K.J. Causal modelling and brain connectivity in functional magnetic resonance imaging. PLoS Biol. 2009, 7:e1000033.
    • (2009) PLoS Biol. , vol.7
    • Friston, K.J.1
  • 26
    • 0033778839 scopus 로고    scopus 로고
    • Nonlinear responses in fMRI: the balloon model, Volterra kernels, and other hemodynamics
    • Friston K.J., Mechelli A., Turner R., Price C.J. Nonlinear responses in fMRI: the balloon model, Volterra kernels, and other hemodynamics. Neuroimage 2000, 12:466-477.
    • (2000) Neuroimage , vol.12 , pp. 466-477
    • Friston, K.J.1    Mechelli, A.2    Turner, R.3    Price, C.J.4
  • 28
    • 71849117055 scopus 로고    scopus 로고
    • Is cortical vasculature functionally organized?
    • Gardner J.L. Is cortical vasculature functionally organized?. Neuroimage 2010, 49:1953-1956.
    • (2010) Neuroimage , vol.49 , pp. 1953-1956
    • Gardner, J.L.1
  • 29
    • 0038777434 scopus 로고    scopus 로고
    • Modeling regional and pyschophysiologic interactions in fMRI: the importance of hemodynamic deconvolution
    • Gitelman D.R., Penny W.D., Ashburner J., Friston K.J. Modeling regional and pyschophysiologic interactions in fMRI: the importance of hemodynamic deconvolution. Neuroimage 2003, 19:200-207.
    • (2003) Neuroimage , vol.19 , pp. 200-207
    • Gitelman, D.R.1    Penny, W.D.2    Ashburner, J.3    Friston, K.J.4
  • 30
    • 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
  • 31
    • 0028289020 scopus 로고
    • Cortical point-spread function and long-range lateral interactions revealed by real-time optical imaging of macaque monkey primary visual cortex activity
    • Grinvald A., Lieke E.E., Frostig R.D., Hildesheim R. Cortical point-spread function and long-range lateral interactions revealed by real-time optical imaging of macaque monkey primary visual cortex activity. J. Neurosci. 1994, 14:2545-2568.
    • (1994) J. Neurosci. , vol.14 , pp. 2545-2568
    • Grinvald, A.1    Lieke, E.E.2    Frostig, R.D.3    Hildesheim, R.4
  • 32
    • 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
  • 33
    • 33745873475 scopus 로고    scopus 로고
    • Astrocyte control of synaptic transmission and neurovascular coupling
    • Haydon P.G., Carmignoto G. Astrocyte control of synaptic transmission and neurovascular coupling. Physiol. Rev. 2006, 1009-1031.
    • (2006) Physiol. Rev. , pp. 1009-1031
    • Haydon, P.G.1    Carmignoto, G.2
  • 34
    • 17844361888 scopus 로고    scopus 로고
    • Predicting the orientation of invisible stimuli from activity in human primary visual cortex
    • Haynes J.D., Rees G. Predicting the orientation of invisible stimuli from activity in human primary visual cortex. Nat. Neurosci. 2005, 8:686-691.
    • (2005) Nat. Neurosci. , vol.8 , pp. 686-691
    • Haynes, J.D.1    Rees, G.2
  • 35
    • 0042738946 scopus 로고    scopus 로고
    • The elusive concept of brain connectivity
    • Horwitz B. The elusive concept of brain connectivity. Neuroimage 2003, 19:466-470.
    • (2003) Neuroimage , vol.19 , pp. 466-470
    • Horwitz, B.1
  • 36
    • 30344470220 scopus 로고    scopus 로고
    • A temporal comparison of BOLD, ASL, and NIRS hemodynamic responses to motor stimuli in adult humans
    • Huppert T.J., Hoge R.D., Diamond S.G., Franceschini M.A., Boas D.A. A temporal comparison of BOLD, ASL, and NIRS hemodynamic responses to motor stimuli in adult humans. Neuroimage 2006, 29:368-382.
    • (2006) Neuroimage , vol.29 , pp. 368-382
    • Huppert, T.J.1    Hoge, R.D.2    Diamond, S.G.3    Franceschini, M.A.4    Boas, D.A.5
  • 37
    • 17844380475 scopus 로고    scopus 로고
    • Decoding the visual and subjective contents of the human brain
    • Kamitani Y., Tong F. Decoding the visual and subjective contents of the human brain. Nat. Neurosci. 2005, 8:679-685.
    • (2005) Nat. Neurosci. , vol.8 , pp. 679-685
    • Kamitani, Y.1    Tong, F.2
  • 38
  • 39
    • 71849089178 scopus 로고    scopus 로고
    • How does an fMRI voxel sample the neuronal activity pattern: compact-kernel or complex spatiotemporal filter?
    • Kriegeskorte N., Cusack R., Bandettini P. How does an fMRI voxel sample the neuronal activity pattern: compact-kernel or complex spatiotemporal filter?. Neuroimage 2010, 49:1965-1976.
    • (2010) Neuroimage , vol.49 , pp. 1965-1976
    • Kriegeskorte, N.1    Cusack, R.2    Bandettini, P.3
  • 40
    • 0034789167 scopus 로고    scopus 로고
    • Physiological noise in oxygenation-sensitive magnetic resonance imaging
    • Krueger G., Glover G.H. Physiological noise in oxygenation-sensitive magnetic resonance imaging. Magn. Reson. Med. 2001, 46:631-637.
    • (2001) Magn. Reson. Med. , vol.46 , pp. 631-637
    • Krueger, G.1    Glover, G.H.2
  • 41
    • 0029044039 scopus 로고
    • Discrimination of large venous vessels in time-course spiral blood-oxygen-level-dependent magnetic-resonance functional neuroimaging
    • Lee A.T., Glover G.H., Meyer C.H. Discrimination of large venous vessels in time-course spiral blood-oxygen-level-dependent magnetic-resonance functional neuroimaging. Magn. Reson. Med. 1995, 33:745-754.
    • (1995) Magn. Reson. Med. , vol.33 , pp. 745-754
    • Lee, A.T.1    Glover, G.H.2    Meyer, C.H.3
  • 44
    • 0033005698 scopus 로고    scopus 로고
    • Submillimeter functional localization in human striate cortex using BOLD contrast at 4 Tesla: implications for the vascular point-spread function
    • Menon R.S., Goodyear B.G. Submillimeter functional localization in human striate cortex using BOLD contrast at 4 Tesla: implications for the vascular point-spread function. Magn. Reson. Med. 1999, 41:230-235.
    • (1999) Magn. Reson. Med. , vol.41 , pp. 230-235
    • Menon, R.S.1    Goodyear, B.G.2
  • 46
    • 33745264802 scopus 로고    scopus 로고
    • Nonlinear local electrovascular coupling. I: A theoretical model
    • Riera J.J., Wan X., Jimenez J.C., Kawashima R. Nonlinear local electrovascular coupling. I: A theoretical model. Hum. Brain Mapp. 2006, 27:896-914.
    • (2006) Hum. Brain Mapp. , vol.27 , pp. 896-914
    • Riera, J.J.1    Wan, X.2    Jimenez, J.C.3    Kawashima, R.4
  • 48
    • 79959826364 scopus 로고    scopus 로고
    • Bayesian comparison of neurovascular coupling models using EEG-fMRI
    • Rosa M.J., Kilner J.M., Penny W.D. Bayesian comparison of neurovascular coupling models using EEG-fMRI. PLoS Comput. Biol. 2011, 7:e1002070.
    • (2011) PLoS Comput. Biol. , vol.7
    • Rosa, M.J.1    Kilner, J.M.2    Penny, W.D.3
  • 49
    • 41649087111 scopus 로고    scopus 로고
    • The cortical energy needed for conscious perception
    • Schölvinck M.L., Howarth C., Attwell D. The cortical energy needed for conscious perception. Neuroimage 2008, 40:1460-1468.
    • (2008) Neuroimage , vol.40 , pp. 1460-1468
    • Schölvinck, M.L.1    Howarth, C.2    Attwell, D.3
  • 50
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz G. Estimating the dimension of a model. Ann. Stat. 1978, 6:461-464.
    • (1978) Ann. Stat. , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 51
    • 33947189639 scopus 로고    scopus 로고
    • Spatio-temporal point-spread function of fMRI signal in human gray matter at 7 Tesla
    • Shmuel A., Yacoub E., Chaimow D., Logothetis N.K., Ugurbil K. Spatio-temporal point-spread function of fMRI signal in human gray matter at 7 Tesla. Neuroimage 2007, 35:539-552.
    • (2007) Neuroimage , vol.35 , pp. 539-552
    • Shmuel, A.1    Yacoub, E.2    Chaimow, D.3    Logothetis, N.K.4    Ugurbil, K.5
  • 52
    • 84862985013 scopus 로고    scopus 로고
    • A short history of causal modelling of fMRI data
    • Stephan K.E., Roebroeck A. A short history of causal modelling of fMRI data. Neuroimage 2012, 62:856-863.
    • (2012) Neuroimage , vol.62 , pp. 856-863
    • Stephan, K.E.1    Roebroeck, A.2
  • 53
  • 55
    • 34147121196 scopus 로고    scopus 로고
    • Robust determination of the fibre orientation distribution in diffusion MRI: non-negativity constrained super-resolved spherical deconvolution
    • Tournier J., Calamante F., Connelly A., et al. Robust determination of the fibre orientation distribution in diffusion MRI: non-negativity constrained super-resolved spherical deconvolution. Neuroimage 2007, 35:1459-1472.
    • (2007) Neuroimage , vol.35 , pp. 1459-1472
    • Tournier, J.1    Calamante, F.2    Connelly, A.3
  • 56
    • 0036096788 scopus 로고    scopus 로고
    • The organization of orientation selectivity throughout macaque visual cortex
    • Vanduffel W., Tootell R.B., Schoups A.A., Orban G.A. The organization of orientation selectivity throughout macaque visual cortex. Cereb. Cortex 2002, 12:647-662.
    • (2002) Cereb. Cortex , vol.12 , pp. 647-662
    • Vanduffel, W.1    Tootell, R.B.2    Schoups, A.A.3    Orban, G.A.4
  • 57
    • 33846912490 scopus 로고    scopus 로고
    • Estimation and removal of physiological noise from undersampled multi-slice fMRI data in image space
    • Wang S.J., Luo L.M., Liang X.Y., Gui Z.G., Chen C.X. Estimation and removal of physiological noise from undersampled multi-slice fMRI data in image space. Conf. Proc. IEEE Eng. Med. Biol. Soc. 2005, 1371-1373.
    • (2005) Conf. Proc. IEEE Eng. Med. Biol. Soc. , pp. 1371-1373
    • Wang, S.J.1    Luo, L.M.2    Liang, X.Y.3    Gui, Z.G.4    Chen, C.X.5
  • 58
    • 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
  • 59
    • 34250893104 scopus 로고    scopus 로고
    • Compression and reflection of visually evoked cortical waves
    • Xu W., Huang X., Takagaki K., Wu J.Y. Compression and reflection of visually evoked cortical waves. Neuron 2007, 55:119-129.
    • (2007) Neuron , vol.55 , pp. 119-129
    • Xu, W.1    Huang, X.2    Takagaki, K.3    Wu, J.Y.4
  • 60
    • 0030733807 scopus 로고    scopus 로고
    • Empirical analyses of BOLD fMRI statistics
    • Zarahn E., Aguirre G.K., D'Esposito M. Empirical analyses of BOLD fMRI statistics. Neuroimage 1997, 5:179-197.
    • (1997) Neuroimage , vol.5 , pp. 179-197
    • Zarahn, E.1    Aguirre, G.K.2    D'Esposito, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.