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Publication DateNeuroimage, ISSN 1053-8119, 2007, Volume 34, Issue 4, pp. 1443 - 1449
Detecting artifacts produced in EEG data by muscle activity, eye blinks and electrical noise is a common and important problem in EEG research. It is now...
Rejection | High-order statistical methods | Artifact detection | ICA | EEG | RESPONSES | BLIND SOURCE SEPARATION | REMOVAL | artifact detection | high-order statistical methods | BRAIN DYNAMICS | NEUROSCIENCES | NEUROIMAGING | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | rejection | Automation | Reproducibility of Results | Algorithms | Electroencephalography - standards | Computer Simulation | Humans | Sensitivity and Specificity | Electroencephalography - methods | Antiquities | Statistics | Analysis | Electrodes | Probability distribution | Decomposition | Noise | Methods | Index Medicus | Life Sciences | Neurons and Cognition
Rejection | High-order statistical methods | Artifact detection | ICA | EEG | RESPONSES | BLIND SOURCE SEPARATION | REMOVAL | artifact detection | high-order statistical methods | BRAIN DYNAMICS | NEUROSCIENCES | NEUROIMAGING | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | rejection | Automation | Reproducibility of Results | Algorithms | Electroencephalography - standards | Computer Simulation | Humans | Sensitivity and Specificity | Electroencephalography - methods | Antiquities | Statistics | Analysis | Electrodes | Probability distribution | Decomposition | Noise | Methods | Index Medicus | Life Sciences | Neurons and Cognition
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Availability, accessibility, and affordability of neurodiagnostic tests in 37 countries
Neurology, ISSN 0028-3878, 11/2015, Volume 85, Issue 18, pp. 1614 - 1622
OBJECTIVE:To determine the availability, accessibility, and affordability of EEG, EMG, CSF analysis, head CT, and brain MRI for neurologic disorders across...
AFRICA | CLINICAL NEUROLOGY | Tomography, X-Ray Computed - economics | Humans | United Nations | Diagnostic Techniques, Neurological - economics | Income | Public Sector - economics | Magnetic Resonance Imaging - economics | Neuroimaging - economics | Neuroimaging - statistics & numerical data | Electroencephalography - statistics & numerical data | Electroencephalography - economics | Health Services Accessibility - economics | Private Sector - statistics & numerical data | Spinal Puncture - statistics & numerical data | Magnetic Resonance Imaging - statistics & numerical data | Private Sector - economics | Spinal Puncture - economics | Surveys and Questionnaires | Diagnostic Techniques, Neurological - statistics & numerical data | Health Services Accessibility - statistics & numerical data | World Health Organization | Cerebrospinal Fluid | Public Sector - statistics & numerical data | Health Expenditures | Tomography, X-Ray Computed - statistics & numerical data | Index Medicus | Abridged Index Medicus | 110 | 118 | 111 | 119 | 109
AFRICA | CLINICAL NEUROLOGY | Tomography, X-Ray Computed - economics | Humans | United Nations | Diagnostic Techniques, Neurological - economics | Income | Public Sector - economics | Magnetic Resonance Imaging - economics | Neuroimaging - economics | Neuroimaging - statistics & numerical data | Electroencephalography - statistics & numerical data | Electroencephalography - economics | Health Services Accessibility - economics | Private Sector - statistics & numerical data | Spinal Puncture - statistics & numerical data | Magnetic Resonance Imaging - statistics & numerical data | Private Sector - economics | Spinal Puncture - economics | Surveys and Questionnaires | Diagnostic Techniques, Neurological - statistics & numerical data | Health Services Accessibility - statistics & numerical data | World Health Organization | Cerebrospinal Fluid | Public Sector - statistics & numerical data | Health Expenditures | Tomography, X-Ray Computed - statistics & numerical data | Index Medicus | Abridged Index Medicus | 110 | 118 | 111 | 119 | 109
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Loading RightsNeuroImage, ISSN 1053-8119, 02/2013, Volume 67, pp. 111 - 118
Advances in EEG signal analysis and its combination with other investigative techniques make appropriate statistical analysis of large EEG datasets a crucial...
ERP | Threshold-free | Permutation | Statistics | EEG | TESTS | VOXEL | NEUROSCIENCES | NEUROIMAGING | DIFFERENCE | IMAGES | EVENT-RELATED POTENTIALS | MASS UNIVARIATE ANALYSIS | RANDOM-FIELD | SIZE INFERENCE | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | PERMUTATION TEST | Data Interpretation, Statistical | Reproducibility of Results | Algorithms | Sensitivity and Specificity | Brain Mapping - methods | Brain - physiology | Electroencephalography - methods | Nerve Net - physiology | Electroencephalography | Design | Statistical analysis | Medical imaging | Bias | Principal components analysis | Methods | Index Medicus
ERP | Threshold-free | Permutation | Statistics | EEG | TESTS | VOXEL | NEUROSCIENCES | NEUROIMAGING | DIFFERENCE | IMAGES | EVENT-RELATED POTENTIALS | MASS UNIVARIATE ANALYSIS | RANDOM-FIELD | SIZE INFERENCE | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | PERMUTATION TEST | Data Interpretation, Statistical | Reproducibility of Results | Algorithms | Sensitivity and Specificity | Brain Mapping - methods | Brain - physiology | Electroencephalography - methods | Nerve Net - physiology | Electroencephalography | Design | Statistical analysis | Medical imaging | Bias | Principal components analysis | Methods | Index Medicus
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Loading RightsClinical Neurophysiology, ISSN 1388-2457, 07/2018, Volume 129, Issue 7, pp. 1427 - 1437
With the advent of high-density EEG and studies of large numbers of participants, yielding increasingly greater amounts of data, supervised methods for...
Resting-state | ERP | Electroencephalography | Automatic pre-processing | ARTIFACT | NEUROSCIENCES | CLINICAL NEUROLOGY | INDEPENDENT COMPONENT ANALYSIS | Schizophrenia | Statistics | Index Medicus
Resting-state | ERP | Electroencephalography | Automatic pre-processing | ARTIFACT | NEUROSCIENCES | CLINICAL NEUROLOGY | INDEPENDENT COMPONENT ANALYSIS | Schizophrenia | Statistics | Index Medicus
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Loading RightsIEEE Journal of Biomedical and Health Informatics, ISSN 2168-2194, 03/2013, Volume 17, Issue 2, pp. 312 - 318
In this paper, a method using higher order statistical moments of EEG signals calculated in the empirical mode decomposition (EMD) domain is proposed for...
Electrodes | Databases | Epilepsy | Artificial neural networks | Feature extraction | epileptic seizure | Electroencephalography | Electroencephalogram (EEG) | empirical mode decomposition (EMD) | neural network | Neural network | Empirical mode decomposition (EMD) | Epileptic seizure | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | ELECTROENCEPHALOGRAM | MEDICAL INFORMATICS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | COMPUTER SCIENCE, INFORMATION SYSTEMS | Algorithms | Diagnosis, Computer-Assisted | Humans | Sensitivity and Specificity | Signal Processing, Computer-Assisted | Seizures - diagnosis | Electroencephalography - methods | Databases, Factual | Epilepsy - diagnosis | Neural Networks (Computer) | Medical research | Neural networks | Index Medicus
Electrodes | Databases | Epilepsy | Artificial neural networks | Feature extraction | epileptic seizure | Electroencephalography | Electroencephalogram (EEG) | empirical mode decomposition (EMD) | neural network | Neural network | Empirical mode decomposition (EMD) | Epileptic seizure | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | ELECTROENCEPHALOGRAM | MEDICAL INFORMATICS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | COMPUTER SCIENCE, INFORMATION SYSTEMS | Algorithms | Diagnosis, Computer-Assisted | Humans | Sensitivity and Specificity | Signal Processing, Computer-Assisted | Seizures - diagnosis | Electroencephalography - methods | Databases, Factual | Epilepsy - diagnosis | Neural Networks (Computer) | Medical research | Neural networks | Index Medicus
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Loading RightsScience, ISSN 0036-8075, 2/2013, Volume 339, Issue 6119, pp. 499 - 499
When a massive brain injury leaves a person unresponsive, physicians rely on outward signs of recovery, like reaching for a cup or saying an occasional word,...
NEWS & ANALYSIS | Electroencephalography | Magnetic resonance imaging | Research methods | Brain | Consciousness | Physicians | Statistics | Recovery | Patients | Injuries
NEWS & ANALYSIS | Electroencephalography | Magnetic resonance imaging | Research methods | Brain | Consciousness | Physicians | Statistics | Recovery | Patients | Injuries
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Loading RightsComputers in Biology and Medicine, ISSN 0010-4825, 2009, Volume 39, Issue 8, pp. 733 - 741
Abstract This paper presented the usage of statistics over the set of the features representing the electroencephalogram (EEG) signals. Since classification is...
Internal Medicine | Other | Feature extraction/selection | Electroencephalogram (EEG) signals | Eigenvector methods | Lyapunov exponents | Wavelet coefficients | SUPPORT VECTOR MACHINES | ENGINEERING, BIOMEDICAL | CLASSIFICATION | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | NEURAL-NETWORKS | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | TIME-SERIES | SYSTEMS | TRANSFORM | EPILEPSY | Computers | Reproducibility of Results | Algorithms | Artificial Intelligence | Humans | Sensitivity and Specificity | Signal Processing, Computer-Assisted | Software | Epilepsy - physiopathology | Models, Statistical | Electroencephalography - methods | Pattern Recognition, Automated - methods | Neural networks | Statistics | Epilepsy | Index Medicus
Internal Medicine | Other | Feature extraction/selection | Electroencephalogram (EEG) signals | Eigenvector methods | Lyapunov exponents | Wavelet coefficients | SUPPORT VECTOR MACHINES | ENGINEERING, BIOMEDICAL | CLASSIFICATION | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | NEURAL-NETWORKS | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | TIME-SERIES | SYSTEMS | TRANSFORM | EPILEPSY | Computers | Reproducibility of Results | Algorithms | Artificial Intelligence | Humans | Sensitivity and Specificity | Signal Processing, Computer-Assisted | Software | Epilepsy - physiopathology | Models, Statistical | Electroencephalography - methods | Pattern Recognition, Automated - methods | Neural networks | Statistics | Epilepsy | Index Medicus
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Loading RightsDevelopmental Psychobiology, ISSN 0012-1630, 11/2018, Volume 60, Issue 7, pp. 765 - 774
During infancy, vision becomes tuned to environmental statistics. For example, infant face recognition “narrows” in response to the frequency of face...
ERPs | perceptual narrowing | visual development | texture | FACE RECOGNITION | 1ST YEAR | VISUAL-SYSTEM | DEVELOPMENTAL BIOLOGY | SEGREGATION | POTENTIALS | PSYCHOLOGY | PERCEPTION | IMAGES | DISCRIMINATION | SPECIALIZATION | EXPOSURE | Humans | Cerebral Cortex - physiology | Evoked Potentials - physiology | Female | Infant | Male | Child Development - physiology | Pattern Recognition, Visual - physiology | Electroencephalography - methods | Index Medicus
ERPs | perceptual narrowing | visual development | texture | FACE RECOGNITION | 1ST YEAR | VISUAL-SYSTEM | DEVELOPMENTAL BIOLOGY | SEGREGATION | POTENTIALS | PSYCHOLOGY | PERCEPTION | IMAGES | DISCRIMINATION | SPECIALIZATION | EXPOSURE | Humans | Cerebral Cortex - physiology | Evoked Potentials - physiology | Female | Infant | Male | Child Development - physiology | Pattern Recognition, Visual - physiology | Electroencephalography - methods | Index Medicus
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Loading RightsIEEE Journal of Biomedical and Health Informatics, ISSN 2168-2194, 09/2017, Volume 21, Issue 5, pp. 1206 - 1215
In this paper, we propose a novel concordance coefficient, called order statistics concordance coefficient (OSCOC), to quantify the association among...
concordance coefficients | Correlation | Biological system modeling | three-way receiver operating characteristic (ROC) | Average Kendall's tau (AKT) | Analytical models | kendall's concordance coefficients (KCC) | average Pearson's product moment correlation coefficient (APPMCC) | order statistics concordance coefficients (OSCOC) | Robustness | Numerical models | Mathematical model | volume under the surface (VUS) | Informatics | MEDICAL INFORMATICS | order statistics concordance coefficients (OS-COC) | SIGNALS | COMPUTER SCIENCE, INFORMATION SYSTEMS | MODEL | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | Computer Simulation | Heart - physiology | Humans | Signal Processing, Computer-Assisted | ROC Curve | Electroencephalography | Models, Statistical | Electrophysiologic Techniques, Cardiac | Case studies | Performance indices | Correlation coefficient | Cardiac arrhythmia | Statistical analysis | Multichannel | Arrhythmia | Robustness (mathematics) | Correlation coefficients | AKT protein | Mathematical models | Index Medicus
concordance coefficients | Correlation | Biological system modeling | three-way receiver operating characteristic (ROC) | Average Kendall's tau (AKT) | Analytical models | kendall's concordance coefficients (KCC) | average Pearson's product moment correlation coefficient (APPMCC) | order statistics concordance coefficients (OSCOC) | Robustness | Numerical models | Mathematical model | volume under the surface (VUS) | Informatics | MEDICAL INFORMATICS | order statistics concordance coefficients (OS-COC) | SIGNALS | COMPUTER SCIENCE, INFORMATION SYSTEMS | MODEL | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | Computer Simulation | Heart - physiology | Humans | Signal Processing, Computer-Assisted | ROC Curve | Electroencephalography | Models, Statistical | Electrophysiologic Techniques, Cardiac | Case studies | Performance indices | Correlation coefficient | Cardiac arrhythmia | Statistical analysis | Multichannel | Arrhythmia | Robustness (mathematics) | Correlation coefficients | AKT protein | Mathematical models | Index Medicus
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Loading RightsNeuroImage, ISSN 1053-8119, 02/2013, Volume 67, pp. 137 - 152
A mandatory assumption in blind source separation (BSS) of the human electroencephalogram (EEG) is that the mixing matrix remains invariant, i.e., that the...
Blind source separation | Mixing matrix | Second order statistics | Independent component analysis | Higher order statistics | Group independent component analysis | HUMAN BRAIN | INVERSE PROBLEM | ELECTROMAGNETIC TOMOGRAPHY | SOBI | RESOLUTION | SIGNALS | NEUROSCIENCES | NEUROIMAGING | APPROXIMATE JOINT DIAGONALIZATION | FRAMEWORK | DYNAMICS | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | Artifacts | Data Interpretation, Statistical | Algorithms | Computer Simulation | Humans | Evoked Potentials - physiology | Brain Mapping - methods | Models, Neurological | Models, Statistical | Electroencephalography - methods | Nerve Net - physiology | Principal Component Analysis | Electroencephalography | Statistics | Analysis | Studies | Electrodes | Noise | Data processing | Statistical methods | Sensors | Index Medicus
Blind source separation | Mixing matrix | Second order statistics | Independent component analysis | Higher order statistics | Group independent component analysis | HUMAN BRAIN | INVERSE PROBLEM | ELECTROMAGNETIC TOMOGRAPHY | SOBI | RESOLUTION | SIGNALS | NEUROSCIENCES | NEUROIMAGING | APPROXIMATE JOINT DIAGONALIZATION | FRAMEWORK | DYNAMICS | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | Artifacts | Data Interpretation, Statistical | Algorithms | Computer Simulation | Humans | Evoked Potentials - physiology | Brain Mapping - methods | Models, Neurological | Models, Statistical | Electroencephalography - methods | Nerve Net - physiology | Principal Component Analysis | Electroencephalography | Statistics | Analysis | Studies | Electrodes | Noise | Data processing | Statistical methods | Sensors | Index Medicus
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Loading RightsScience (New York, N.Y.), ISSN 0036-8075, 02/2013, Volume 339, Issue 6119, pp. 499 - 499
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Flies and humans share a motion estimation strategy that exploits natural scene statistics
Nature Neuroscience, ISSN 1097-6256, 02/2014, Volume 17, Issue 2, pp. 296 - 303
Sighted animals extract motion information from visual scenes by processing spatiotemporal patterns of light falling on the retina. The dominant models for...
PRIMARY VISUAL-CORTEX | PERCEPTION | CELLS | ENERGY | VISION | IMAGES | INFORMATION | MECHANISMS | NEUROSCIENCES | DROSOPHILA | GLOBAL MOTION | Contrast Sensitivity - physiology | Drosophila | Humans | Adaptation, Physiological - physiology | Genotype | Electroencephalography | Pattern Recognition, Visual - physiology | Psychophysics | Animals | Evoked Potentials, Visual - physiology | Models, Neurological | Photic Stimulation | Motion Perception - physiology | Physiological aspects | Physiological research | Research | Animal locomotion | Diptera | Visual perception | Index Medicus
PRIMARY VISUAL-CORTEX | PERCEPTION | CELLS | ENERGY | VISION | IMAGES | INFORMATION | MECHANISMS | NEUROSCIENCES | DROSOPHILA | GLOBAL MOTION | Contrast Sensitivity - physiology | Drosophila | Humans | Adaptation, Physiological - physiology | Genotype | Electroencephalography | Pattern Recognition, Visual - physiology | Psychophysics | Animals | Evoked Potentials, Visual - physiology | Models, Neurological | Photic Stimulation | Motion Perception - physiology | Physiological aspects | Physiological research | Research | Animal locomotion | Diptera | Visual perception | Index Medicus
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Loading RightsScientific reports, ISSN 2045-2322, 05/2019, Volume 9, Issue 1, pp. 7942 - 10
Connectivity estimates based on electroencephalography (EEG) and magnetoencephalography (MEG) are unique in their ability to provide neurophysiologically...
Electroencephalography | Statistical analysis | Magnetoencephalography | Neural networks | EEG
Electroencephalography | Statistical analysis | Magnetoencephalography | Neural networks | EEG
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Loading RightsBrain, ISSN 0006-8950, 2016, Volume 139, Issue 6, pp. e31 - U10
COMPLEX SOUND SEQUENCES | EVENT-RELATED POTENTIALS | BEDSIDE DETECTION | VEGETATIVE STATE | AUDITORY REGULARITIES | ABSENCE | COHORT | IMPAIRED CONSCIOUSNESS | AWARENESS | NEUROSCIENCES | CLINICAL NEUROLOGY | Consciousness | Humans | Electroencephalography | Index Medicus | Abridged Index Medicus | Life Sciences | Cognitive Sciences | Neuroscience | Cognitive science | Neurons and Cognition | Psychology and behavior
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Loading RightsThe Journal of Neuroscience, ISSN 0270-6474, 2013, Volume 33, Issue 48, pp. 18814 - 18824
The visual system processes natural scenes in a split second. Part of this process is the extraction of "gist," a global first impression. It is unclear,...
PERCEPTUAL DECISION-MAKING | HUMAN BRAIN | GANGLION-CELLS | REPRESENTATION | OBJECT RECOGNITION | VISUAL-SYSTEM | TIME-COURSE | CATEGORIZATION | IDENTIFICATION | NEUROSCIENCES | PHASE NOISE | Data Interpretation, Statistical | Visual Perception - physiology | Humans | Evoked Potentials - physiology | Male | Electroencephalography | Reaction Time - physiology | Psychomotor Performance - physiology | Young Adult | Evoked Potentials, Visual - physiology | Fourier Analysis | Image Processing, Computer-Assisted | Computer Simulation | Adult | Environment | Female | Models, Neurological | Photic Stimulation | Contrast Sensitivity | Index Medicus
PERCEPTUAL DECISION-MAKING | HUMAN BRAIN | GANGLION-CELLS | REPRESENTATION | OBJECT RECOGNITION | VISUAL-SYSTEM | TIME-COURSE | CATEGORIZATION | IDENTIFICATION | NEUROSCIENCES | PHASE NOISE | Data Interpretation, Statistical | Visual Perception - physiology | Humans | Evoked Potentials - physiology | Male | Electroencephalography | Reaction Time - physiology | Psychomotor Performance - physiology | Young Adult | Evoked Potentials, Visual - physiology | Fourier Analysis | Image Processing, Computer-Assisted | Computer Simulation | Adult | Environment | Female | Models, Neurological | Photic Stimulation | Contrast Sensitivity | Index Medicus
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