SOTAVerified

Electroencephalogram (EEG)

Electroencephalogram (EEG) is a method of recording brain activity using electrophysiological indexes. When the brain is active, a large number of postsynaptic potentials generated synchronously by neurons are formed after summation. It records the changes of electric waves during brain activity and is the overall reflection of the electrophysiological activities of brain nerve cells on the surface of cerebral cortex or scalp. Brain waves originate from the postsynaptic potential of the apical dendrites of pyramidal cells. The formation of synchronous rhythm of EEG is also related to the activity of nonspecific projection system of cortex and thalamus. EEG is the basic theoretical research of brain science. EEG monitoring is widely used in its clinical application.

Papers

Showing 14711480 of 1655 papers

TitleStatusHype
Automated Detection of Abnormalities from an EEG Recording of Epilepsy Patients With a Compact Convolutional Neural Network0
Automated Detection of Patients in Hospital Video Recordings0
Automated Diagnosis of Epilepsy Employing Multifractal Detrended Fluctuation Analysis Based Features0
Automated EEG-based Screening of Depression Using Deep Convolutional Neural Network0
Automated Feature Extraction on AsMap for Emotion Classification using EEG0
Automated Human Mind Reading Using EEG Signals for Seizure Detection0
Automatic Analysis of EEGs Using Big Data and Hybrid Deep Learning Architectures0
Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree0
Automatic Detection of Arousals during Sleep using Multiple Physiological Signals0
Automatic Detection of Epileptiform Discharges in the EEG0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BiHDMAccuracy74.35Unverified
2DGCNNAccuracy69.88Unverified
3DBNAccuracy66.77Unverified
#ModelMetricClaimedVerifiedStatus
1MultitaskSSVEPAccuracy (5-fold)92.2Unverified
#ModelMetricClaimedVerifiedStatus
1DBNAccuracy86.08Unverified