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Shang Zhang et al.
BIOCYBERNETICS AND BIOMEDICAL ENGINEERING (2022)
Variable weight algorithm for convolutional neural networks and its applications to classification of seizure phases and types
Guangyu Jia et al.
PATTERN RECOGNITION (2022)
Wavelet-Based Multi-Class Seizure Type Classification System
Hezam Albaqami et al.
APPLIED SCIENCES-BASEL (2022)
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Ijaz Ahmad et al.
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE (2022)
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Anand Shankar et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2022)
TIE-EEGNet: Temporal Information Enhanced EEGNet for Seizure Subtype Classification
Ruimin Peng et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2022)
Classification of Seizure Types Using Random Forest Classifier
Ashjan Basri et al.
ADVANCES IN SCIENCE AND TECHNOLOGY-RESEARCH JOURNAL (2021)
Deep Learning for Patient-Independent Epileptic Seizure Prediction Using Scalp EEG Signals
Theekshana Dissanayake et al.
IEEE SENSORS JOURNAL (2021)
Interpretable Seizure Classification Using Unprocessed EEG With Multi-Channel Attentive Feature Fusion
Darshana Priyasad et al.
IEEE SENSORS JOURNAL (2021)
Epileptic Seizures Detection Using Deep Learning Techniques: A Review
Afshin Shoeibi et al.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2021)
Classification of epileptic EEG signals using PSO based artificial neural network and tunable-Q wavelet transform
S. Thomas George et al.
BIOCYBERNETICS AND BIOMEDICAL ENGINEERING (2020)
A review of feature extraction and performance evaluation in epileptic seizure detection using EEG
Poomipat Boonyakitanont et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2020)
Multi-channel EEG based automatic epileptic seizure detection using iterative filtering decomposition and Hidden Markov Model
Deba Prasad Dash et al.
COMPUTERS IN BIOLOGY AND MEDICINE (2020)
Ensembling crowdsourced seizure prediction algorithms using long-term human intracranial EEG
Chip Reuben et al.
EPILEPSIA (2020)
Epilepsy Seizure Prediction on EEG Using Common Spatial Pattern and Convolutional Neural Network
Yuan Zhang et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2020)
Epileptic Seizure Detection in EEG Signals Using a Unified Temporal-Spectral Squeeze-and-Excitation Network
Yang Li et al.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2020)
EEG based multi-class seizure type classification using convolutional neural network and transfer learning
S. Raghu et al.
NEURAL NETWORKS (2020)
Accurate classification of epilepsy seizure types using wavelet packet decomposition and local detrended fluctuation analysis
Lihan Tang et al.
ELECTRONICS LETTERS (2020)
Epileptic Seizure Detection and Experimental Treatment: A Review
Taeho Kim et al.
FRONTIERS IN NEUROLOGY (2020)
FPGA-based real-time epileptic seizure classification using Artificial Neural Network
Rijad Saric et al.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2020)
Convolutional neural network for detection and classification of seizures in clinical data
Tomas Iesmantas et al.
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING (2020)
Scalp EEG classification using deep Bi-LSTM network for seizure detection
Xinmei Hu et al.
COMPUTERS IN BIOLOGY AND MEDICINE (2020)
Detection of Focal and Non-Focal Electroencephalogram Signals Using Fast Walsh-Hadamard Transform and Artificial Neural Network
J. Prasanna et al.
SENSORS (2020)
Epileptic Seizure Classification With Symmetric and Hybrid Bilinear Models
Tennison Liu et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2020)
Weak supervision as an efficient approach for automated seizure detection in electroencephalography
Khaled Saab et al.
NPJ DIGITAL MEDICINE (2020)
Intracranial EEG for seizure focus localization: evolving techniques, outcomes, complications, and utility of combining surface and depth electrodes
Yasunori Nagahama et al.
JOURNAL OF NEUROSURGERY (2019)
Automatic Analysis of EEGs Using Big Data and Hybrid Deep Learning Architectures
Meysam Golmohammadi et al.
FRONTIERS IN HUMAN NEUROSCIENCE (2019)
Deep learning for electroencephalogram (EEG) classification tasks: a review
Alexander Craik et al.
JOURNAL OF NEURAL ENGINEERING (2019)
Epileptic Seizure Detection with EEG Textural Features and Imbalanced Classification Based on EasyEnsemble Learning
Chengfa Sun et al.
INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2019)
A Multi-View Deep Learning Framework for EEG Seizure Detection
Ye Yuan et al.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2019)
Efficient Epileptic Seizure Prediction Based on Deep Learning
Hisham Daoud et al.
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS (2019)
Using scalp EEG and intracranial EEG signals for predicting epileptic seizures: Review of available methodologies
Syed Muhammad Usman et al.
SEIZURE-EUROPEAN JOURNAL OF EPILEPSY (2019)
A statistical framework for EEG channel selection and seizure prediction on mobile
Fatma Ibrahim et al.
INTERNATIONAL JOURNAL OF SPEECH TECHNOLOGY (2019)
Focal Onset Seizure Prediction Using Convolutional Networks
Haidar Khan et al.
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2018)
Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals
U. Rajendra Acharya et al.
COMPUTERS IN BIOLOGY AND MEDICINE (2018)
Seizure prediction - ready for a new era
Levin Kuhlmann et al.
NATURE REVIEWS NEUROLOGY (2018)
The Temple University Hospital Seizure Detection Corpus
Vinit Shah et al.
FRONTIERS IN NEUROINFORMATICS (2018)
Epileptic Seizure Detection Based on EEG Signals and CNN
Mengni Zhou et al.
FRONTIERS IN NEUROINFORMATICS (2018)
Epileptic seizure semiology in different age groups
Guadalupe Fernandez-Baca Vaca et al.
EPILEPTIC DISORDERS (2018)
Epileptic seizure detection in EEG signal using machine learning techniques
Abeg Kumar Jaiswal et al.
AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE (2018)
Automatic Epileptic Seizure Detection in EEG Signals Using Multi-Domain Feature Extraction and Nonlinear Analysis
Lina Wang et al.
ENTROPY (2017)
Instruction manual for the ILAE 2017 operational classification of seizure types
Robert S. Fisher et al.
EPILEPSIA (2017)
Operational classification of seizure types by the International League Against Epilepsy: Position Paper of the ILAE Commission for Classification and Terminology
Robert S. Fisher et al.
EPILEPSIA (2017)
The New Classification of Seizures by the International League Against Epilepsy 2017
Robert S. Fisher
CURRENT NEUROLOGY AND NEUROSCIENCE REPORTS (2017)
A novel robust diagnostic model to detect seizures in electroencephalography
Piyush Swami et al.
EXPERT SYSTEMS WITH APPLICATIONS (2016)
The Temple University Hospital EEG Data Corpus
Iyad Obeid et al.
FRONTIERS IN NEUROSCIENCE (2016)
Epileptic seizure prediction using relative spectral power features
Mojtaba Bandarabadi et al.
CLINICAL NEUROPHYSIOLOGY (2015)
Corpus callosotomy versus vagus nerve stimulation for atonic seizures and drop attacks: A systematic review
John D. Rolston et al.
EPILEPSY & BEHAVIOR (2015)
Syncope: how the EEG helps in understanding clinical findings
Monica Solbiati et al.
BRAIN (2014)
Predicting Epileptic Seizures in Advance
Negin Moghim et al.
PLOS ONE (2014)
Treatment of myoclonic seizures
Pasquale Striano et al.
EXPERT REVIEW OF NEUROTHERAPEUTICS (2012)
Nonrandomness, nonlinear dependence, and nonstationarity of electroencephalographic recordings from epilepsy patients
Ralph G. Andrzejak et al.
PHYSICAL REVIEW E (2012)
Epileptic Seizure Detection in EEGs Using Time-Frequency Analysis
Alexandros T. Tzallas et al.
IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE (2009)
Seizure prediction: the long and winding road
Florian Mormann et al.
BRAIN (2007)
Interictal EEG and the diagnosis of epilepsy
Jyoti Pillai et al.
EPILEPSIA (2006)
Automated seizure abatement in humans using electrical stimulation
I Osorio et al.
ANNALS OF NEUROLOGY (2005)
Indications of nonlinear deterministic and finite-dimensional structures in time series of brain electrical activity: Dependence on recording region and brain state
RG Andrzejak et al.
PHYSICAL REVIEW E (2001)