Applications of artificial intelligence in automatic detection of epileptic seizures using EEG signals: A review
S Saminu, G Xu, S Zhang… - Artificial Intelligence …, 2023 - ojs.bonviewpress.com
Correctly interpreting an Electroencephalography (EEG) signal with high accuracy is a
tedious and time-consuming task that may take several years of manual training due to its …
tedious and time-consuming task that may take several years of manual training due to its …
Theoretical and methodological analysis of EEG based seizure detection and prediction: An exhaustive review
Epilepsy is a chronic neurological disorder with a comparatively high prevalence rate. It is a
condition characterized by repeated and unprovoked seizures. Seizures are managed with …
condition characterized by repeated and unprovoked seizures. Seizures are managed with …
Machine learning and deep learning approach for medical image analysis: diagnosis to detection
Computer-aided detection using Deep Learning (DL) and Machine Learning (ML) shows
tremendous growth in the medical field. Medical images are considered as the actual origin …
tremendous growth in the medical field. Medical images are considered as the actual origin …
An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works
A Shoeibi, P Moridian, M Khodatars… - Computers in biology …, 2022 - Elsevier
Epilepsy is a disorder of the brain denoted by frequent seizures. The symptoms of seizure
include confusion, abnormal staring, and rapid, sudden, and uncontrollable hand …
include confusion, abnormal staring, and rapid, sudden, and uncontrollable hand …
Electroencephalogram signal classification based on Fourier transform and Pattern Recognition Network for epilepsy diagnosis
Q Gao, AH Omran, Y Baghersad, O Mohammadi… - … Applications of Artificial …, 2023 - Elsevier
Epilepsy is a central nervous system (CNS) disorder that affects nerve cells in the brain and
produces seizures in which consciousness is lost. People with epilepsy have frequent …
produces seizures in which consciousness is lost. People with epilepsy have frequent …
Feature engineering of EEG applied to mental disorders: a systematic map** study
Around a third of the total population of Europe suffers from mental disorders. The use of
electroencephalography (EEG) together with Machine Learning (ML) algorithms to diagnose …
electroencephalography (EEG) together with Machine Learning (ML) algorithms to diagnose …
Deep convolutional neural network regularization for alcoholism detection using EEG signals
Alcoholism is attributed to regular or excessive drinking of alcohol and leads to the
disturbance of the neuronal system in the human brain. This results in certain malfunctioning …
disturbance of the neuronal system in the human brain. This results in certain malfunctioning …
[HTML][HTML] Epileptic seizure detection from electroencephalogram (EEG) signals using linear graph convolutional network and DenseNet based hybrid framework
A clinical condition known as epilepsy occurs when the brain's regular electrical activity is
disturbed, resulting in a rapid, aberrant, and excessive discharge of brain neurons. The …
disturbed, resulting in a rapid, aberrant, and excessive discharge of brain neurons. The …
Common spatial pattern-based feature extraction and worm gear fault detection through vibration and acoustic measurements
YE Karabacak, NG Özmen - Measurement, 2022 - Elsevier
Condition monitoring is a major part of predictive maintenance which monitors a particular
condition in machinery to identify changes that could indicate a develo** fault. It allows …
condition in machinery to identify changes that could indicate a develo** fault. It allows …
Epileptic seizure classification based on random neural networks using discrete wavelet transform for electroencephalogram signal decomposition
An epileptic seizure is a brief episode of symptoms and signs caused by excessive electrical
activity in the brain. One of the major chronic neurological diseases, epilepsy, affects …
activity in the brain. One of the major chronic neurological diseases, epilepsy, affects …