메뉴 건너뛰기




Volumn 36, Issue 4, 2015, Pages 827-843

Extended Granger causality: A new tool to identify the structure of physiological networks

Author keywords

cardiovascular interactions; cerebral autoregulation; instantaneous effects; multivariate time series

Indexed keywords

BLOOD PRESSURE; BLOOD VESSELS; FLOW VELOCITY; TIME SERIES;

EID: 84925687278     PISSN: 09673334     EISSN: 13616579     Source Type: Journal    
DOI: 10.1088/0967-3334/36/4/827     Document Type: Article
Times cited : (42)

References (42)
  • 1
    • 84890962645 scopus 로고    scopus 로고
    • The MVGC multivariate Granger causality toolbox: A new approach to Granger-causal inference
    • Barnett L and Seth A K 2014 The MVGC multivariate Granger causality toolbox: a new approach to Granger-causal inference J. Neurosci. Methods 223 50-68
    • (2014) J. Neurosci. Methods , vol.223 , pp. 50-68
    • Barnett, L.1    Seth, A.K.2
  • 3
    • 0021054293 scopus 로고
    • Time delays in the human baroreceptor reflex
    • Borst C and Karemaker J M 1983 Time delays in the human baroreceptor reflex J. Autonom. Nerv. Syst. 9 399-409
    • (1983) J. Autonom. Nerv. Syst. , vol.9 , pp. 399-409
    • Borst, C.1    Karemaker, J.M.2
  • 4
    • 80051715130 scopus 로고    scopus 로고
    • Wiener-Granger causality: A well established methodology
    • Bressler S L and Seth A K 2011 Wiener-Granger causality: a well established methodology Neuroimage 58 323-9
    • (2011) Neuroimage , vol.58 , pp. 323-329
    • Bressler, S.L.1    Seth, A.K.2
  • 5
    • 3042795832 scopus 로고    scopus 로고
    • Beta oscillations in a large-scale sensorimotor cortical network: Directional influences revealed by Granger causality
    • Brovelli A, Ding M, Ledberg A, Chen Y, Nakamura R and Bressler S L 2004 Beta oscillations in a large-scale sensorimotor cortical network: directional influences revealed by Granger causality Proc. Natl Acad. Sci. USA 101 9849-54
    • (2004) Proc. Natl Acad. Sci. USA , vol.101 , pp. 9849-9854
    • Brovelli, A.1    Ding, M.2    Ledberg, A.3    Chen, Y.4    Nakamura, R.5    Bressler, S.L.6
  • 6
    • 0036686899 scopus 로고    scopus 로고
    • Short-term cardiovascular oscillations in man: Measuring and modelling the physiologies
    • Cohen M A and Taylor J A 2002 Short-term cardiovascular oscillations in man: measuring and modelling the physiologies J. Physiol. 542 669-83
    • (2002) J. Physiol. , vol.542 , pp. 669-683
    • Cohen, M.A.1    Taylor, J.A.2
  • 7
    • 0037139249 scopus 로고    scopus 로고
    • Cerebral blood flow velocity declines before arterial pressure in patients with orthostatic vasovagal presyncope
    • Dan D, Hoag J B, Ellenbogen K A, Wood M A, Eckberg D L and Gilligan D M 2002 Cerebral blood flow velocity declines before arterial pressure in patients with orthostatic vasovagal presyncope J. Am. Coll. Cardiol. 39 1039-45
    • (2002) J. Am. Coll. Cardiol. , vol.39 , pp. 1039-1045
    • Dan, D.1    Hoag, J.B.2    Ellenbogen, K.A.3    Wood, M.A.4    Eckberg, D.L.5    Gilligan, D.M.6
  • 9
    • 84862289308 scopus 로고    scopus 로고
    • Measuring connectivity in linear multivariate processes: Definitions, interpretation, and practical analysis
    • Faes L, Erla S and Nollo G 2012 Measuring connectivity in linear multivariate processes: definitions, interpretation, and practical analysis Comput. Math. Methods Med. 2012 140513
    • (2012) Comput. Math. Methods Med. , vol.2012
    • Faes, L.1    Erla, S.2    Nollo, G.3
  • 10
    • 84880544395 scopus 로고    scopus 로고
    • A framework for assessing frequency domain causality in physiological time series with instantaneous effects
    • Faes L, Erla S, Porta A and Nollo G 2013a A framework for assessing frequency domain causality in physiological time series with instantaneous effects Phil. Trans. R. Soc. A 371 20110618
    • (2013) Phil. Trans. R. Soc. , vol.371 , pp. 20110618
    • Faes, L.1    Erla, S.2    Porta, A.3    Nollo, G.4
  • 11
    • 84879212978 scopus 로고    scopus 로고
    • Mechanisms of causal interaction between short-term RR interval and systolic arterial pressure oscillations during orthostatic challenge
    • Faes L, Nollo G and Porta A 2013b Mechanisms of causal interaction between short-term RR interval and systolic arterial pressure oscillations during orthostatic challenge J. Appl. Physiol. 114 1657-67
    • (2013) J. Appl. Physiol. , vol.114 , pp. 1657-1667
    • Faes, L.1    Nollo, G.2    Porta, A.3
  • 12
    • 84885182464 scopus 로고    scopus 로고
    • Investigating the mechanisms of cardiovascular and cerebrovascular regulation in orthostatic syncope through an information decomposition strategy
    • Faes L, Porta A, Rossato G, Adami A, Tonon D, Corica A and Nollo G 2013c Investigating the mechanisms of cardiovascular and cerebrovascular regulation in orthostatic syncope through an information decomposition strategy Auton. Neurosci. 178 76-82
    • (2013) Auton. Neurosci. , vol.178 , pp. 76-82
    • Faes, L.1    Porta, A.2    Rossato, G.3    Adami, A.4    Tonon, D.5    Corica, A.6    Nollo, G.7
  • 13
    • 84921814437 scopus 로고    scopus 로고
    • Information decomposition in bivariate systems: Theory and application to cardiorespiratory dynamics
    • Faes L, Porta A and Nollo G 2015 Information decomposition in bivariate systems: theory and application to cardiorespiratory dynamics Entropy 17 277-303
    • (2015) Entropy , vol.17 , pp. 277-303
    • Faes, L.1    Porta, A.2    Nollo, G.3
  • 14
    • 30444451797 scopus 로고    scopus 로고
    • Causal cross-spectral analysis of heart rate and blood pressure variability for describing the impairment of the cardiovascular control in neurally mediated syncope
    • Faes L, Widesott L, Del Greco M, Antolini R and Nollo G 2006 Causal cross-spectral analysis of heart rate and blood pressure variability for describing the impairment of the cardiovascular control in neurally mediated syncope IEEE Trans. Biomed. Eng. 53 65-73
    • (2006) IEEE Trans. Biomed. Eng. , vol.53 , pp. 65-73
    • Faes, L.1    Widesott, L.2    Del Greco, M.3    Antolini, R.4    Nollo, G.5
  • 15
    • 0000351727 scopus 로고
    • Investigating causal relations by econometric models and cross-spectral methods
    • Granger C W J 1969 Investigating causal relations by econometric models and cross-spectral methods Econometrica 37 424-38
    • (1969) Econometrica , vol.37 , pp. 424-438
    • Granger, C.W.J.1
  • 16
    • 78650180896 scopus 로고    scopus 로고
    • Functional connectivity in resting-state fMRI: Is linear correlation sufficient?
    • Hlinka J, Palus M, Vejmelka M, Mantini D and Corbetta M 2011 Functional connectivity in resting-state fMRI: is linear correlation sufficient? Neuroimage 54 2218-25
    • (2011) Neuroimage , vol.54 , pp. 2218-2225
    • Hlinka, J.1    Palus, M.2    Vejmelka, M.3    Mantini, D.4    Corbetta, M.5
  • 17
    • 84873446677 scopus 로고    scopus 로고
    • Pairwise likelihood ratios for estimation of non-Gaussian structural equation models
    • Hyvarinen A and Smith S M 2013 Pairwise likelihood ratios for estimation of non-Gaussian structural equation models J. Mach. Learn. Res. 14 111-52
    • (2013) J. Mach. Learn. Res. , vol.14 , pp. 111-152
    • Hyvarinen, A.1    Smith, S.M.2
  • 18
    • 56449113928 scopus 로고    scopus 로고
    • Causal modelling combining instantaneous and lagged effects: An identifiable model based on non-Gaussianity
    • Hyvarinen A, Shimizu S and Hoyer P O 2008 Causal modelling combining instantaneous and lagged effects: an identifiable model based on non-Gaussianity Proc. Int. Conf. on Machine Learning (ICML2008) (Helsinki, Finland, 5-9 June 2008) pp 424-31
    • (2008) Proc. Int. Conf. on Machine Learning (ICML2008) , pp. 424-431
    • Hyvarinen, A.1    Shimizu, S.2    Hoyer, P.O.3
  • 19
    • 77953491241 scopus 로고    scopus 로고
    • Estimation of a structural vector autoregression model using non-gaussianity
    • Hyvarinen A, Zhang K, Shimizu S and Hoyer P O 2010 Estimation of a structural vector autoregression model using non-gaussianity J. Mach. Learn. Res. 11 1709-31
    • (2010) J. Mach. Learn. Res. , vol.11 , pp. 1709-1731
    • Hyvarinen, A.1    Zhang, K.2    Shimizu, S.3    Hoyer, P.O.4
  • 23
    • 6344294660 scopus 로고    scopus 로고
    • Nonlinear modeling of the dynamic effects of arterial pressure and CO2 variations on cerebral blood flow in healthy humans
    • Mitsis G D, Poulin M J, Robbins P A and Marmarelis V Z 2004 Nonlinear modeling of the dynamic effects of arterial pressure and CO2 variations on cerebral blood flow in healthy humans IEEE Trans. Biomed. Eng. 51 1932-43
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , pp. 1932-1943
    • Mitsis, G.D.1    Poulin, M.J.2    Robbins, P.A.3    Marmarelis, V.Z.4
  • 26
    • 0032078087 scopus 로고    scopus 로고
    • Frequency-domain analysis of cerebral autoregulation from spontaneous fluctuations in arterial blood pressure
    • Panerai R B, Rennie J M, Kelsall A W R and Evans D H 1998 Frequency-domain analysis of cerebral autoregulation from spontaneous fluctuations in arterial blood pressure Med. Biol. Eng. Comput. 36 315-22
    • (1998) Med. Biol. Eng. Comput. , vol.36 , pp. 315-322
    • Panerai, R.B.1    Rennie, J.M.2    Kelsall, A.W.R.3    Evans, D.H.4
  • 30
    • 0001091737 scopus 로고
    • Generating surrogate data for time series with several simultaneously measured variables
    • Prichard D and Theiler J 1994 Generating surrogate data for time series with several simultaneously measured variables Phys. Rev. Lett. 73 951-4
    • (1994) Phys. Rev. Lett. , vol.73 , pp. 951-954
    • Prichard, D.1    Theiler, J.2
  • 33
    • 34247257875 scopus 로고    scopus 로고
    • Distinguishing causal interactions in neural populations
    • Seth A K and Edelman G M 2007 Distinguishing causal interactions in neural populations Neural Comput. 19 910-33
    • (2007) Neural Comput. , vol.19 , pp. 910-933
    • Seth, A.K.1    Edelman, G.M.2
  • 35
    • 0030986917 scopus 로고    scopus 로고
    • Regional cerebral perfusion in cardiovascular reflex syncope
    • Toyry J P, Kuikka J T and Lansimies E A 1997 Regional cerebral perfusion in cardiovascular reflex syncope Eur. J. Nucl. Med. 24 215-8
    • (1997) Eur. J. Nucl. Med. , vol.24 , pp. 215-218
    • Toyry, J.P.1    Kuikka, J.T.2    Lansimies, E.A.3
  • 36
    • 34250217109 scopus 로고    scopus 로고
    • Granger causality between multiple interdependent neurobiological time series: Blockwise versus pairwise methods
    • Wang X, Chen Y H, Bressler S L and Ding M Z 2007 Granger causality between multiple interdependent neurobiological time series: blockwise versus pairwise methods Int. J. Neural Syst. 17 71-8
    • (2007) Int. J. Neural Syst. , vol.17 , pp. 71-78
    • Wang, X.1    Chen, Y.H.2    Bressler, S.L.3    Ding, M.Z.4
  • 39
    • 66549121702 scopus 로고    scopus 로고
    • Dynamic pressure-flow relationship of the cerebral circulation during acute increase in arterial pressure
    • Zhang R, Behbehani K and Levine B D 2009 Dynamic pressure-flow relationship of the cerebral circulation during acute increase in arterial pressure J. Physiol. 587 2567-77
    • (2009) J. Physiol. , vol.587 , pp. 2567-2577
    • Zhang, R.1    Behbehani, K.2    Levine, B.D.3
  • 40
    • 0033949456 scopus 로고    scopus 로고
    • Spontaneous fluctuations in cerebral blood flow: Insights from extended-duration recordings in humans
    • Zhang R, Zuckerman J H and Levine B D 2000 Spontaneous fluctuations in cerebral blood flow: insights from extended-duration recordings in humans Am. J. Physiol. Heart Circ. Physiol. 278 H1848-55
    • (2000) Am. J. Physiol. Heart Circ. Physiol. , vol.278 , pp. 1848-H1855
    • Zhang, R.1    Zuckerman, J.H.2    Levine, B.D.3
  • 42
    • 0031677647 scopus 로고    scopus 로고
    • The bootstrap and its application in signal processing
    • Zoubir A M and Boashash B 1998 The bootstrap and its application in signal processing IEEE Signal Process. Mag. 15 56-76
    • (1998) IEEE Signal Process. Mag. , vol.15 , pp. 56-76
    • Zoubir, A.M.1    Boashash, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.