Analysis of functional MRI data based on an estimation of the hemodynamic response in the human brain

Journal of Neuroscience Methods

Volumn 139, Issue 1, 2004, Pages 91-98

  Lee, Sung Ki ^a   Yoon, Hyo Woon ^a   Chung, Jun Young ^a   Song, Myung Sung ^a   Park, Hyunwook ^a  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

Author keywords

fMRI; Fusiform face area; Hemodynamic response; Laguerre expansion technique; Primary visual area; Volterra kernel

Indexed keywords

ARTICLE; BIOLOGY; BRAIN FUNCTION; BRAIN REGION; HEMODYNAMICS; HUMAN; HUMAN EXPERIMENT; INTERMETHOD COMPARISON; LINEAR SYSTEM; NONLINEAR SYSTEM; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; STATISTICAL MODEL; SYSTEM ANALYSIS; VISUAL CORTEX;

BRAIN; HEMODYNAMIC PROCESSES; HUMANS; MAGNETIC RESONANCE IMAGING; MODELS, NEUROLOGICAL; NONLINEAR DYNAMICS; PHOTIC STIMULATION;

EID: 4444280108     PISSN: 01650270     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jneumeth.2004.04.011     Document Type: Article

References (15)

1. Bendat JS. Nonlinear system analysis and identification from random data. New York: John Wiley and Sons; 1990. p. 1-10.
2. 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. 16:1996;4207-4221
3. Cohen M.S. Parametric analysis of fMRI data using linear systems methods. Neuroimage. 6:1997;93-103
4. Friston K.J., Josephs O., Rees G., Turner R. Nonlinear event-related responses in fMRI. Magn. Reson. Med. 39:1998;41-52
5. Kanwisher N., Stanley D., Harris A. The fusiform face area is selective for faces not animals. Neuroreport. 10:1999;183-187
6. Kellman P., Gelderen P., Zwart J.A., Duyn J.H. Method for functional MRI mapping of nonlinear response. Neuroimage. 19:2003;190-199
7. Marmarelis V.Z., Chon K.H., Chen Y.M., Marsh D.J., Holstein-Rathlou N.H. Nonlinear analysis of renal autoregulation under broadband forcing conditions. Ann. Biomed. Eng. 16:1993;591-603
8. Miller K.L., Luh W., Liu T.T., Martinez A., Obata T., Wong E.C., Frank L.R., Buxton R.B. Nonlinear temporal dynamics of the cerebral blood flow response. Hum. Brain Mapp. 13:2001;1-12
9. Petersson K.M., Nichols T.E., Poline J., Holmes A.P. Statistical limitations in functional neuroimaging: I. Non-inferential methods and statistical models. Philos. Trans. R. Soc. Lond. B Biol. Sci. 354:1999;1239-1260
10. Rajapakse J.C., Kruggel F., Maisong J.M., Cramon D.Y. Modeling hemodynamic response for analysis of functional MRI time-series. Hum. Brain Mapp. 6:1998;19-28
11. Rieke F, Warland D, Stereninck RR, Bialek W. Spikes: exploring the neural code, a Bradford book, Amsterdam; 1997. p. 289-95.
12. Slotnick S.D., Moo L.R., Krauss G., Hart J.J. Large-scale cortical displacement of a human retinotopic map. Neuroreport. 13:2002;41-46
13. Tootell R.B.H., Kadjikhani N.K., Vanduffel W., Liu A.K., Mendola J.D., Sereno M.I., Dale A.M. Functional analysis of primary visual cortex (V1) in human. Proc. Natl. Acad. Sci. U.S.A. 95:1998;811-817
14. Vazquez A.L., Noll D.C. Nonlinear aspects of the BOLD response in functional MRI. Neuroimage. 7:1998;108-118
15. Westwick D.T., Suki B., Lutchen K.R. Sensitivity analysis of kernel estimates: implication in nonlinear physiological system identification. Ann. Biomed. Eng. 26:1998;488-501