Comparing event-related and epoch analysis in blocked design fMRI.

作者: Andrea Mechelli , Rik N.A Henson , Cathy J Price , Karl J Friston

DOI: 10.1016/S1053-8119(02)00027-7

关键词: Brain mappingAlgorithmRegression analysisComputer scienceEarly onsetArtificial intelligence

摘要: In this study we demonstrate that, even in blocked design fMRI, an event-related analysis may provide a more accurate model of the hemodynamic responses than epoch-related analysis. This is because temporal shape predicted response differs between and epoch model, with former reaching its peak sooner returning to baseline later latter. We present data from fMRI single word reading alternated rest. Conventionally, such would be analyzed using boxcar regressors. However, here used combined which trials were modeled as both events epochs. allowed us estimate variance BOLD signal that was explained by either or regressors having discounted effect other. found number language regions, changes activity not accounted for model. addition, show advantage over engendered early onset rather late offset, relative

参考文章(10)
C.J. Price, D.J. Veltman, J. Ashburner, O. Josephs, K.J. Friston, The critical relationship between the timing of stimulus presentation and data acquisition in blocked designs with fMRI. NeuroImage. ,vol. 10, pp. 36- 44 ,(1999) , 10.1006/NIMG.1999.0447
K.J. Friston, D.E. Glaser, R.N.A. Henson, S. Kiebel, C. Phillips, J. Ashburner, Classical and Bayesian inference in neuroimaging: applications. NeuroImage. ,vol. 16, pp. 484- 512 ,(2002) , 10.1006/NIMG.2002.1091
Andrea Mechelli, Cathy J. Price, Rik N.A. Henson, Karl J. Friston, Estimating efficiency a priori: a comparison of blocked and randomized designs. NeuroImage. ,vol. 18, pp. 798- 805 ,(2003) , 10.1016/S1053-8119(02)00040-X
W. Nelson Francis, John Bissell Carroll, W. F. Twaddell, Mary Lois Marckworth, Laura M. Bell, Henry Kučera, Computational analysis of present-day American English ,(1967)
Seiki Konishi, David I. Donaldson, Randy L. Buckner, Transient Activation during Block Transition NeuroImage. ,vol. 13, pp. 364- 374 ,(2001) , 10.1006/NIMG.2000.0691
Andrea Mechelli, Karl J. Friston, Cathy J. Price, The Effects of Presentation Rate During Word and Pseudoword Reading: A Comparison of PET and fMRI Journal of Cognitive Neuroscience. ,vol. 12, pp. 145- 156 ,(2000) , 10.1162/089892900564000
Karl. J. Friston, J. Ashburner, C. D. Frith, J.-B. Poline, J. D. Heather, R. S. J. Frackowiak, Spatial registration and normalization of images Human Brain Mapping. ,vol. 3, pp. 165- 189 ,(1995) , 10.1002/HBM.460030303
Karl J. Friston, Oliver Josephs, Geraint Rees, Robert Turner, Nonlinear event-related responses in fMRI Magnetic Resonance in Medicine. ,vol. 39, pp. 41- 52 ,(1998) , 10.1002/MRM.1910390109
F. Gonzalez-Lima, A. R. McIntosh, Peter T. Fox, Computational approaches to network analysis in functional brain imaging Human Brain Mapping. ,vol. 2, pp. 1- 1 ,(1994) , 10.1002/HBM.460020103
Andrea Mechelli, Cathy J. Price, Karl J. Friston, Nonlinear Coupling between Evoked rCBF and BOLD Signals: A Simulation Study of Hemodynamic Responses NeuroImage. ,vol. 14, pp. 862- 872 ,(2001) , 10.1006/NIMG.2001.0876