« Previous
Next »
Magnetic Resonance Imaging
Volume 28, Issue 8
, Pages 1104-1112
, October 2010
Multimodal imaging: an evaluation of univariate and multivariate methods for simultaneous EEG/fMRI
References
- . Spatiotemporal mapping of brain activity by integration of multiple imaging modalities. Curr Opin Neurobiol. 2001;11:202–208
- Model driven EEG/fMRI fusion of brain images. Hum Brain Mapp. 2009;30:2701–2721
- Goebel R, Esposito F. The added value of EEG-fMRI in imaging neuroscience. In: Mulert C, Lemieux L editors. EEG-fMRI physiology, technique and application. New York: Springer [in press].
- . Simultaneous EEG-fMRI. Neurosci Behav Rev. 2006;30:823–838
- . Single-trial EEG-fMRI reveals the dynamics of cognitive function. Trends Cogn Sci. 2006;10(12):558–563
- . What we can do and what we cannot do with fMRI. Nature. 2008;453:869–878
- . Anticipatory hemodynamic signals in sensory cortex not predicted by local neuronal activity. Nature. 2009;457:475–479
- . Neurophysiological investigation of the basis of the fMRI signal. Nature. 2001;412:150–157
- . Coupling between neuronal firing, field potentials, and fMRI in human auditory cortex. Science. 2005;309:951–954
- . An information theoretic approach to EEG-fMRI integration of visually evoked responses. NeuroImage. 2010;49(1):498–516
- . Simultaneous EEG and fMRI of the alpha rhythm. NeuroReport. 2002;13(18):2487–2492
- EEG-correlated fMRI of human alpha activity. NeuroImage. 2003;19(4):1463–1476
- Electroencephalographic signatures of attentional and cognitive default modes in spontaneous brain activity fluctuations at rest. Proc Natl Acad Sci U S A. 2003;100(19):11053–11058
- Correlates of alpha rhythm in functional magnetic resonance imaging and near infrared spectroscopy. NeuroImage. 2003;20(1):145–158
- . Cortical and subcortical correlates of electroencephalographic alpha rhythm modulation. J Neurophysiol. 2005;93(5):2864–2872
- Correlating the alpha rhythm to BOLD using simultaneous EEG/fMRI: inter-subject variability. NeuroImage. 2005;30(1):203–213
- Where the BOLD signal goes when alpha EEG leaves. NeuroImage. 2006;31(4):1408–1418
- The hemodynamic response of the alpha rhythm: an EEG/fMRI study. NeuroImage. 2007;35(3):1142–1151
- . Endogenous cortical rhythms determine cerebral specialization for speech perception and production. Neuron. 2007;56(6):1127–1134
- . Frontal theta EEG activity correlates negatively with the default mode network in resting state. Int J Psychophysiol. 2008;67(3):242–251
- A study of the brain's resting state based on alpha band power, heart rate and fMRI. NeuroImage. 2008;42:112–121
- . Interactions between different EEG frequency bands and their effect on alpha-fMRI correlations. NeuroImage. 2009;47:69–76
- . BOLD correlates of EEG alpha phase-locking and the fMRI default mode network. NeuroImage. 2009;45:903–916
- . Electrophysiological signatures of resting state networks in the human brain. Proc Natl Acad Sci U S A. 2007;104(32):13170–13175
- . Concurrent EEG/fMRI analysis by multiway partial least squares. NeuroImage. 2004;22(3):1023–1034
- . Multivariate analysis of fMRI time series: classification and regression of brain responses using machine learning. Magn Reson Imaging. 2008;26(7):921–934
- Bayesian decoding of brain images. NeuroImage. 2008;39(1):181–205
- . Interpreting measured magnetic fields of the brain: estimates of current distributions. Technical Report TKK-F-A559. Helsinki (Finland): Helsinki University of Technology; 1984;
- . Distributed analysis of simultaneous EEG-fMRI time-series: modelling and interpretation issues. Magn Reson Imaging. 2009;27:1120–1130
- . Combined distributed source and single-trial EEG-fMRI modeling: application to effortful decision making processes. NeuroImage. 2009;47(1):112–121
- . A method for removing imaging artifact from continuous EEG recorded during functional MRI. NeuroImage. 2000;12(2):230–239
- . Removal of FMRI environment artefacts from EEG data using optimal basis sets. NeuroImage. 2005;28(3):720–737
- Improved quality of auditory event-related potentials recorded simultaneously with 3-T fMRI: removal of the ballistocardiogram artefact. NeuroImage. 2007;34(2):587–597
- . Blind separation of auditory event-related brain responses into independent components. Proc Natl Acad Sci U S A. 1997;94(20):10979–10984
- . Event-related fMRI: characterizing differential responses. NeuroImage. 1998;7(1):30–40
- . Pattern recognition and machine learning. New York: Springer; 2006;
- . The nature of statistical learning theory. New York: Springer; 1995;
- . Sparse Bayesian learning and the relevance vector machine. J Mach Learn Res. 2001;1:211–244
- . EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J Neurosci Methods. 2004;134(1):9–21
- Independent component analysis of fMRI group studies by self-organizing clustering. NeuroImage. 2005;25(1):193–205
- . Analysis of functional image analysis contest (FIAC) data with BrainVoyager QX: from single-subject to cortically aligned group general linear model analysis and self-organizing group independent component analysis. Hum Brain Mapp. 2006;25(5):392–401
- . The combination of EEG source imaging and EEG-correlated functional MRI to map epileptic networks. Epilepsia. 2009;1–15
PII: S0730-725X(09)00318-X
doi: 10.1016/j.mri.2009.12.026
© 2010 Elsevier Inc. All rights reserved.
« Previous
Next »
Magnetic Resonance Imaging
Volume 28, Issue 8
, Pages 1104-1112
, October 2010
