Application of Independent Component Analysis for the Data Mining of Simultaneous Eeg–fMRI: Preliminary Experience on Sleep Onset
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Jong-Hwan Lee | Ferenc A Jolesz | Seung-Schik Yoo | F. Jolesz | S. Yoo | Jong-Hwan Lee | Hyunwoo Park | S. Oh | Sungsuk Oh | Hyunwook Park
[1] D. Lehmann,et al. Functional imaging with low-resolution brain electromagnetic tomography (LORETA): a review. , 2002, Methods and findings in experimental and clinical pharmacology.
[2] Hae-Jeong Park,et al. Statistical parametric mapping of LORETA using high density EEG and individual MRI: Application to mismatch negativities in Schizophrenia , 2002, Human brain mapping.
[3] Emery N. Brown,et al. Motion and Ballistocardiogram Artifact Removal for Interleaved Recording of EEG and EPs during MRI , 2002, NeuroImage.
[4] Terrence J. Sejnowski,et al. An Information-Maximization Approach to Blind Separation and Blind Deconvolution , 1995, Neural Computation.
[5] Louis Lemieux,et al. Mapping of spikes, slow waves, and motor tasks in a patient with malformation of cortical development using simultaneous EEG and fMRI. , 2003, Magnetic resonance imaging.
[6] Jong-Hwan Lee,et al. Neurofeedback fMRI‐mediated learning and consolidation of regional brain activation during motor imagery , 2008, Int. J. Imaging Syst. Technol..
[7] A. W. M. van den Enden,et al. Discrete Time Signal Processing , 1989 .
[8] J. L. Cantero,et al. Human alpha oscillations in wakefulness, drowsiness period, and REM sleep: different electroencephalographic phenomena within the alpha band , 2002, Neurophysiologie Clinique/Clinical Neurophysiology.
[9] Manuel Abbafati,et al. An independent component analysis-based approach on ballistocardiogram artifact removing. , 2006, Magnetic resonance imaging.
[10] Derong Liu,et al. A Neural Network Method for Detection of Obstructive Sleep Apnea and Narcolepsy Based on Pupil Size and EEG , 2008, IEEE Transactions on Neural Networks.
[11] L Bozzao,et al. Real-time MR artifacts filtering during continuous EEG/fMRI acquisition. , 2003, Magnetic resonance imaging.
[12] Bettina Sorger,et al. Improved quality of auditory event-related potentials recorded simultaneously with 3-T fMRI: Removal of the ballistocardiogram artefact , 2007, NeuroImage.
[13] Michael Erb,et al. Physiological self-regulation of regional brain activity using real-time functional magnetic resonance imaging (fMRI): methodology and exemplary data , 2003, NeuroImage.
[14] Andrzej Cichocki,et al. Removal of ballistocardiogram artifacts from simultaneously recorded EEG and fMRI data using independent component analysis , 2006, IEEE Transactions on Biomedical Engineering.
[15] G. Srivastava,et al. ICA-based procedures for removing ballistocardiogram artifacts from EEG data acquired in the MRI scanner , 2005, NeuroImage.
[16] Manuel Schabus,et al. Hemodynamic cerebral correlates of sleep spindles during human non-rapid eye movement sleep , 2007, Proceedings of the National Academy of Sciences.
[17] G. E. Meadows,et al. Cerebral blood flow changes associated with fluctuations in alpha and theta rhythm during sleep onset in humans , 2005, The Journal of physiology.
[18] G. Hajak,et al. Positron emission tomography findings in obstructive sleep apnea patients with residual sleepiness treated with continuous positive airway pressure. , 2007, Journal of physiology and pharmacology : an official journal of the Polish Physiological Society.
[19] Helmut Laufs,et al. Where the BOLD signal goes when alpha EEG leaves , 2006, NeuroImage.
[20] Gian Luca Romani,et al. Complete artifact removal for EEG recorded during continuous fMRI using independent component analysis , 2007, NeuroImage.
[21] Helmut Laufs,et al. Endogenous brain oscillations and related networks detected by surface EEG‐combined fMRI , 2008, Human brain mapping.
[22] Paolo Maria Rossini,et al. Neurophysiological correlates of sleepiness: A combined TMS and EEG study , 2007, NeuroImage.
[23] Brent R Logan,et al. An evaluation of spatial thresholding techniques in fMRI analysis , 2008, Human brain mapping.
[24] Louis Lemieux,et al. Identification of EEG Events in the MR Scanner: The Problem of Pulse Artifact and a Method for Its Subtraction , 1998, NeuroImage.
[25] S. Daan,et al. Subjective sleepiness correlates negatively with global alpha (8–12 Hz) and positively with central frontal theta (4–8 Hz) frequencies in the human resting awake electroencephalogram , 2003, Neuroscience Letters.
[26] Georg Dorffner,et al. A reliable probabilistic sleep stager based on a single EEG signal , 2005, Artif. Intell. Medicine.
[27] Jean-Franois Cardoso. High-Order Contrasts for Independent Component Analysis , 1999, Neural Computation.
[28] D. Dijk,et al. Frontal predominance of a relative increase in sleep delta and theta EEG activity after sleep loss in humans. , 1999, Sleep research online : SRO.
[29] Robert Turner,et al. A Method for Removing Imaging Artifact from Continuous EEG Recorded during Functional MRI , 2000, NeuroImage.
[30] M. Bertini,et al. The boundary between wakefulness and sleep: quantitative electroencephalographic changes during the sleep onset period , 2001, Neuroscience.
[31] E. Pérez-Garci,et al. EEG bands during wakefulness, slow-wave, and paradoxical sleep as a result of principal component analysis in the rat. , 2000, Sleep.
[32] O. Josephs,et al. EEG recording during fMRI experiments: Image quality , 2000, Human brain mapping.
[33] G. Wilson,et al. Removal of ocular artifacts from electro-encephalogram by adaptive filtering , 2004, Medical and Biological Engineering and Computing.
[34] S Warach,et al. Monitoring the patient's EEG during echo planar MRI. , 1993, Electroencephalography and clinical neurophysiology.
[35] Manbir Singh,et al. Correlation between BOLD‐fMRI and EEG signal changes in response to visual stimulus frequency in humans , 2003, Magnetic resonance in medicine.
[36] John D E Gabrieli,et al. Control over brain activation and pain learned by using real-time functional MRI. , 2005, Proceedings of the National Academy of Sciences of the United States of America.
[37] Dennis J. McFarland,et al. Brain–computer interfaces for communication and control , 2002, Clinical Neurophysiology.
[38] Hyun Wook Park,et al. Improved ballistocardiac artifact removal from the electroencephalogram recorded in fMRI , 2004, Journal of Neuroscience Methods.
[39] S. Hughes,et al. Thalamic Mechanisms of EEG Alpha Rhythms and Their Pathological Implications , 2005, The Neuroscientist : a review journal bringing neurobiology, neurology and psychiatry.
[40] R. Edelman,et al. Magnetic resonance imaging (2) , 1993, The New England journal of medicine.