Application of Electroencephalography (EEG) Signal Analysis in Disease Diagnosis

Over the years, the development of several brain imaging techniques has provided new tools for capturing information about the structure and functions of the brain, which have proven useful in different fields, such as neurosurgery, neurology, and cognitive science. In particular, electroencephalogr...

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Μορφή:	Online
Γλώσσα:	Αγγλικά
Έκδοση:	MDPI - Multidisciplinary Digital Publishing Institute 2025
Θέματα:	EEG electroencephalography auditory feedback DIVA model feedback perturbation vocal compensation migraine luteal phase absolute power ERPs BCI Shadowing Tasks freezing of gait Parkinson&rsquo s disease voluntary stopping convolutional neural network EEGNet Shallow ConvNet Deep ConvNet carotid stenosis brain electrical activity postoperative cognitive dysfunction coronary artery bypass grafting carotid endarterectomy postoperative delirium spinal surgery wearable device emotions facial perception power spectral density coherence detrended moving average DMA Emotiv EPOC brainvision reliability accuracy arousal valence mental load consumer-grade EEG research-grade EEG stroke conduction aphasia high-density EEG brain functional connectivity rehabilitation diagnostics dual-tree complex wavelet transform (DTCWT) epilepsy LightGBM seizure type classification Alzheimer&rsquo s disease (AD) EEG signals power spectrum FIR filtering supervised machine learning fast Fourier transformation (FFT) phase synchronization acute stress disorder electroencephalogram (EEG) footshock information theory sleep epileptic seizure entropy spectral power random forest gradient-boosting decision tree support vector machine k-nearest neighbors quantitative electroencephalogram (qEEG) neurometrics neurology psychiatry disease health phenotype brain mind cognitive vulnerability depression self-referential processing emotion processing language event-related brain potentials thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::M Medicine and Nursing::MJ Clinical and internal medicine::MJC Diseases and disorders::MJCL Oncology
Διαθέσιμο Online:	ONIX_20250220_9783725829118_486
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Application of Electroencephalography (EEG) Signal Analysis in Disease Diagnosis

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