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Epileptic seizure detection using 1 D-convolutional long short-term memory neural networks

Applied acoustics, 2021-06, Vol.177, p.107941, Article 107941

2021

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An epilepsy detection method based on multi-dimensional feature extraction and dual-branch hypergraph convolutional network

Frontiers in physiology, 2024, Vol.15, p.1364880-1364880

2024

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Applying Deep Learning for Epilepsy Seizure Detection and Brain Mapping Visualization

ACM transactions on multimedia computing communications and applications, 2019-02, Vol.15 (1s), p.1-17

2019

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Detection of Epileptic Seizure Using Pretrained Deep Convolutional Neural Network and Transfer Learning

European neurology, 2021-01, Vol.83 (6), p.602-614

2021

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A difference attention ResNet-LSTM network for epileptic seizure detection using EEG signal

Biomedical signal processing and control, 2023-05, Vol.83, p.104652, Article 104652

2023

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Automatic Epileptic Seizure Detection in EEG Signals Using Multi-Domain Feature Extraction and Nonlinear Analysis

Entropy (Basel, Switzerland), 2017-06, Vol.19 (6), p.222

2017

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Automatic identification of epileptic seizures from EEG signals using linear programming boosting

Computer methods and programs in biomedicine, 2016-11, Vol.136, p.65-77

2016

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Semi-Supervised EEG Signals Classification System for Epileptic Seizure Detection

IEEE signal processing letters, 2019-12, Vol.26 (12), p.1922-1926

2019

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A Deep Learning Approach for Automatic Seizure Detection in Children With Epilepsy

Frontiers in computational neuroscience, 2021-04, Vol.15, p.650050-650050

2021

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Epileptic seizure detection using multiwavelet transform based approximate entropy and artificial neural networks

Journal of neuroscience methods, 2010-10, Vol.193 (1), p.156-163

2010

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A Novel Framework for Epileptic Seizure Detection Using Electroencephalogram Signals Based on the Bat Feature Selection Algorithm

Neuroscience, 2024-03, Vol.541, p.35-49

2024

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Detecting Epileptic Seizures in EEG Signals with Complementary Ensemble Empirical Mode Decomposition and Extreme Gradient Boosting

Entropy (Basel, Switzerland), 2020-01, Vol.22 (2), p.140

2020

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Epileptic Seizure Detection Based on Bidirectional Gated Recurrent Unit Network

IEEE transactions on neural systems and rehabilitation engineering, 2022, Vol.30, p.135-145

2022

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Detecting epileptic seizures using hand-crafted and automatically constructed EEG features

IEEE transactions on biomedical engineering, 2024-01, Vol.71 (1), p.1-10

2024

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IEEE_Xplore

Multi-Feature Fusion Approach for Epileptic Seizure Detection From EEG Signals

IEEE sensors journal, 2021-02, Vol.21 (3), p.3533-3543

2021

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IEEE_Xplore

Detection Analysis of Epileptic EEG Using a Novel Random Forest Model Combined With Grid Search Optimization

Frontiers in human neuroscience, 2019-02, Vol.13, p.52-52

2019

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A Self-Aware Epilepsy Monitoring System for Real-Time Epileptic Seizure Detection

Mobile networks and applications, 2022-04, Vol.27 (2), p.677-690

2022

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Rail-to-Rail-Input Dual-Radio 64-Channel Closed-Loop Neurostimulator

IEEE journal of solid-state circuits, 2017-11, Vol.52 (11), p.2793-2810

2017

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IEEE_Xplore

A New Neural Mass Model Driven Method and Its Application in Early Epileptic Seizure Detection

IEEE transactions on biomedical engineering, 2020-08, Vol.67 (8), p.2194-2205

2020

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IEEE_Xplore

Patient-independent epileptic seizure detection by stable feature selection

Expert systems with applications, 2023-12, Vol.232, p.120585, Article 120585

2023

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Automatic epileptic seizure detection using MSA-DCNN and LSTM techniques with EEG signals

Expert systems with applications, 2024-03, Vol.238, p.121727, Article 121727

2024

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Automatic epileptic seizure detection in EEGs based on optimized sample entropy and extreme learning machine

Journal of neuroscience methods, 2012-09, Vol.210 (2), p.132-146

2012

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Automated detection of epileptic EEGs using a novel fusion feature and extreme learning machine

Neurocomputing (Amsterdam), 2016-01, Vol.175, p.383-391

2016

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Comparative Analysis of Classifiers for Prediction of Epileptic Seizures

Pakistan Journal of Engineering & Technology, 2020-12, Vol.3 (3), p.84-88

2020

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Comparative Analysis of Classifiers for Prediction of Epileptic Seizures

Pakistan Journal of Engineering & Technology, 2020-12, Vol.3 (3)

2020

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Epileptic seizure detection using 1 D-convolutional long short-term memory neural networks

An epilepsy detection method based on multi-dimensional feature extraction and dual-branch hypergraph convolutional network

Applying Deep Learning for Epilepsy Seizure Detection and Brain Mapping Visualization

Detection of Epileptic Seizure Using Pretrained Deep Convolutional Neural Network and Transfer Learning

A difference attention ResNet-LSTM network for epileptic seizure detection using EEG signal

Automatic Epileptic Seizure Detection in EEG Signals Using Multi-Domain Feature Extraction and Nonlinear Analysis

Automatic identification of epileptic seizures from EEG signals using linear programming boosting

Semi-Supervised EEG Signals Classification System for Epileptic Seizure Detection

A Deep Learning Approach for Automatic Seizure Detection in Children With Epilepsy

Epileptic seizure detection using multiwavelet transform based approximate entropy and artificial neural networks

A Novel Framework for Epileptic Seizure Detection Using Electroencephalogram Signals Based on the Bat Feature Selection Algorithm

Detecting Epileptic Seizures in EEG Signals with Complementary Ensemble Empirical Mode Decomposition and Extreme Gradient Boosting

Epileptic Seizure Detection Based on Bidirectional Gated Recurrent Unit Network

Detecting epileptic seizures using hand-crafted and automatically constructed EEG features

Multi-Feature Fusion Approach for Epileptic Seizure Detection From EEG Signals

Detection Analysis of Epileptic EEG Using a Novel Random Forest Model Combined With Grid Search Optimization

A Self-Aware Epilepsy Monitoring System for Real-Time Epileptic Seizure Detection

Rail-to-Rail-Input Dual-Radio 64-Channel Closed-Loop Neurostimulator

A New Neural Mass Model Driven Method and Its Application in Early Epileptic Seizure Detection

Patient-independent epileptic seizure detection by stable feature selection

Automatic epileptic seizure detection using MSA-DCNN and LSTM techniques with EEG signals

Automatic epileptic seizure detection in EEGs based on optimized sample entropy and extreme learning machine

Automated detection of epileptic EEGs using a novel fusion feature and extreme learning machine

Comparative Analysis of Classifiers for Prediction of Epileptic Seizures

Comparative Analysis of Classifiers for Prediction of Epileptic Seizures

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