A review on EEG based epileptic seizures detection using deep learning techniques

S Cherukuvada, R Kayalvizhi - 2022 4th International …, 2022 - ieeexplore.ieee.org
Magnetic Resonance Imaging (MRI) and Electroencephalography (EEG) modalities have
been used in several screening procedures to diagnose epileptic seizures with a high-level …

[PDF][PDF] Application of deep learning techniques for automated detection of epileptic seizures: A review

A Shoeibi, N Ghassemi, M Khodatars… - Int. J. Environ. Res …, 2021 - academia.edu
A variety of screening approaches have been proposed to diagnose epileptic seizures,
using Electroencephalography (EEG) and Magnetic Resonance Imaging (MRI) modalities …

[HTML][HTML] Epileptic seizures detection using deep learning techniques: a review

A Shoeibi, M Khodatars, N Ghassemi, M Jafari… - International journal of …, 2021 - mdpi.com
A variety of screening approaches have been proposed to diagnose epileptic seizures,
using electroencephalography (EEG) and magnetic resonance imaging (MRI) modalities …

Survey on Effective Deep Learning-based Automated Epileptic Seizure Detection

R Manjupriya, AA Leema - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Uncontrolled neuron activity in the brain is the source of the neurological disorder known as
epilepsy seizures that substantially reduce patients' quality of life and frequently risk their …

[HTML][HTML] A recent investigation on detection and classification of epileptic seizure techniques using EEG signal

S Saminu, G Xu, Z Shuai, I Abd El Kader, AH Jabire… - Brain sciences, 2021 - mdpi.com
The benefits of early detection and classification of epileptic seizures in analysis, monitoring
and diagnosis for the realization and actualization of computer-aided devices and recent …

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 …

[HTML][HTML] Effective Detection of Epileptic Seizures through EEG Signals Using Deep Learning Approaches

S Mekruksavanich, A Jitpattanakul - Machine Learning and Knowledge …, 2023 - mdpi.com
Epileptic seizures are a prevalent neurological condition that impacts a considerable portion
of the global population. Timely and precise identification can result in as many as 70% of …

Deep learning based epileptic seizure detection with EEG data

S Poorani, P Balasubramanie - International Journal of System Assurance …, 2023 - Springer
Epilepsy is one kind of life frightening and exigent intellect mayhem in which affected
patients endure recurrent seizures. Large numbers of people are affected by this chaos …

[HTML][HTML] Automated diagnosis of epileptic seizures using eeg image representations and deep learning

T Kaur, TK Gandhi - Neuroscience Informatics, 2023 - Elsevier
Background The identification of seizure and its complex waveforms in
electroencephalography (EEG) through manual examination is time consuming, tedious …

[HTML][HTML] Automatic detection of various epileptic seizures from EEG signal using deep learning networks

S Sheykhivand, S Meshgini, Z Mousavi - Computational Intelligence in …, 2020 - isee.ui.ac.ir
Using an intelligent method to automatically detect epileptic seizures in medical applications
is one of the most important challenges in recent years to reduce the workload of doctors in …