Minireview of Epilepsy Detection Techniques Based on Electroencephalogram Signals

Low-dose phenobarbital for epilepsy with myoclonic absences: A case report

(2021) Susumu Ito et al.   BRAIN & DEVELOPMENT

Grading hypoxic-ischemic encephalopathy in neonatal EEG with convolutional neural networks and quadratic time-frequency distributions

(2021) Sumit Arun Raurale et al.   Journal of Neural Engineering

EEG-inception: an accurate and robust end-to-end neural network for EEG-based motor imagery classification

(2021) Ce Zhang et al.   Journal of Neural Engineering

Machine learning-based EEG signals classification model for epileptic seizure detection

(2021) Aayesha et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Neuregulin 1/ErbB4 signaling contributes to the anti-epileptic effects of the ketogenic diet

(2021) Jin Wang et al.   Cell and Bioscience

Perampanel in cases of refractory temporal lobe epilepsy – A report of two post-operative and two eligible for temporal lobectomy

(2021) Anoop Kohli et al.   Interdisciplinary Neurosurgery: Advanced Techniques and Case Management

Automated Classification of Five Seizure Onset Patterns from Intracranial Electroencephalogram signals

(2020) Navaneethakrishna Makaram et al.   CLINICAL NEUROPHYSIOLOGY

Nonlinear vector decomposed neural network based eeg signal feature extraction and detection of seizure

(2020) R. Mouleeshuwarapprabu et al.   MICROPROCESSORS AND MICROSYSTEMS

Seizures classification based on higher order statistics and deep neural network

(2020) Rahul Sharma et al.   Biomedical Signal Processing and Control

Cross-database evaluation of EEG based epileptic seizures detection driven by adaptive median feature baseline correction

(2020) S. Raghu et al.   CLINICAL NEUROPHYSIOLOGY

Stacking ensemble based deep neural networks modeling for effective epileptic seizure detection

(2020) Kemal Akyol   EXPERT SYSTEMS WITH APPLICATIONS

Convolutional neural network for detection and classification of seizures in clinical data

(2020) Tomas Iešmantas et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Classification of EEG Signals for Epileptic Seizures Using Feature Dimension Reduction Algorithm based on LPP

(2020) Yang Liu et al.   MULTIMEDIA TOOLS AND APPLICATIONS

An optimized deep learning network model for EEG based seizure classification using synchronization and functional connectivity measures

(2020) G. MohanBabu et al.   Journal of Ambient Intelligence and Humanized Computing

Inspection of EEG signals for efficient seizure prediction

(2020) Saleh A. Alshebeili et al.   APPLIED ACOUSTICS

Seizure localization using EEG analytical signals

(2020) Mark H. Myers et al.   CLINICAL NEUROPHYSIOLOGY

A combination of statistical parameters for the detection of epilepsy and EEG classification using ANN and KNN classifier

(2020) Hemant Choubey et al.   Signal Image and Video Processing

Adaptive boost LS-SVM classification approach for time-series signal classification in epileptic seizure diagnosis applications

(2020) Hanan Al-Hadeethi et al.   EXPERT SYSTEMS WITH APPLICATIONS

GRP-DNet: A gray recurrence plot-based densely connected convolutional network for classification of epileptiform EEG

(2020) Ming Zeng et al.   JOURNAL OF NEUROSCIENCE METHODS

Automated inter-patient seizure detection using multichannel Convolutional and Recurrent Neural Networks

(2020) Jeff Craley et al.   Biomedical Signal Processing and Control

A robust deep learning approach for automatic classification of seizures against non-seizures

(2020) Xinghua Yao et al.   Biomedical Signal Processing and Control

A new localization method for epileptic seizure onset zones based on time-frequency and clustering analysis

(2020) Min Wu et al.   PATTERN RECOGNITION

Possible relationship between vagus nerve stimulation and ictal discharges revealed by long-term electroencephalographic and electrocorticographic monitoring in a non-responsive patient

(2020) Takafumi Shimogawa et al.   Interdisciplinary Neurosurgery: Advanced Techniques and Case Management

ACCURATE DETECTION OF SEIZURE USING NONLINEAR PARAMETERS EXTRACTED FROM EEG SIGNALS

(2019) JAHMUNAH VICNESH et al.   Journal of Mechanics in Medicine and Biology

Performance evaluation of DWT based sigmoid entropy in time and frequency domains for automated detection of epileptic seizures using SVM classifier

(2019) S. Raghu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A New Wavelet-Based Neural Network for Classification of Epileptic-Related States using EEG

(2019) E. Juárez-Guerra et al.   Journal of Signal Processing Systems for Signal Image and Video Technology

Epileptic seizure detection with EEG textural features and imbalanced classification based on EasyEnsemble learning

(2019) Chengfa Sun et al.   International Journal of Neural Systems

Automatic epileptic EEG detection using convolutional neural network with improvements in time-domain

(2019) Zuochen Wei et al.   Biomedical Signal Processing and Control

Efficient Epileptic Seizure Prediction Based on Deep Learning

(2019) Hisham Daoud et al.   IEEE Transactions on Biomedical Circuits and Systems

A novel approach based on wavelet analysis and arithmetic coding for automated detection and diagnosis of epileptic seizure in EEG signals using machine learning techniques

(2019) Hafeez Ullah Amin et al.   Biomedical Signal Processing and Control

Extreme learning machines with expectation kernels

(2019) Wenyu Zhang et al.   PATTERN RECOGNITION

Performance evaluation of empirical mode decomposition, discrete wavelet transform, and wavelet packed decomposition for automated epileptic seizure detection and prediction

(2018) Emina Alickovic et al.   Biomedical Signal Processing and Control

Anticonvulsant agent DPP4 inhibitor sitagliptin downregulates CXCR3/RAGE pathway on seizure models

(2018) Yunli Liu et al.   EXPERIMENTAL NEUROLOGY

Epileptic seizure detection using fuzzy-rules-based sub-band specific features and layered multi-class SVM

(2018) S. Ramakrishnan et al.   PATTERN ANALYSIS AND APPLICATIONS

Seizure onset detection based on frequency domain metric of empirical mode decomposition

(2018) Ahmet Mert et al.   Signal Image and Video Processing

Dynamic Mode Decomposition Based Epileptic Seizure Detection from Scalp EEG

(2018) Muhammad Sohaib J. Solaija et al.   IEEE Access

Automated seizure prediction

(2018) U. Rajendra Acharya et al.   EPILEPSY & BEHAVIOR

Classification of Focal and Non Focal Epileptic Seizures Using Multi-Features and SVM Classifier

(2017) N. Sriraam et al.   JOURNAL OF MEDICAL SYSTEMS

Epileptic seizure classifications of single-channel scalp EEG data using wavelet-based features and SVM

(2017) Suparerk Janjarasjitt   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Epileptic seizure detection based on the kernel extreme learning machine

(2017) Qi Liu et al.   TECHNOLOGY AND HEALTH CARE

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals

(2017) U. Rajendra Acharya et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

(2016) Ahnaf Rashik Hassan et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Low-Complexity Seizure Prediction From iEEG/sEEG Using Spectral Power and Ratios of Spectral Power

(2016) Zisheng Zhang et al.   IEEE Transactions on Biomedical Circuits and Systems

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

(2016) Jiang-Ling Song et al.   NEUROCOMPUTING

A sequential method using multiplicative extreme learning machine for epileptic seizure detection

(2016) Dazi Li et al.   NEUROCOMPUTING

A framework on wavelet-based nonlinear features and extreme learning machine for epileptic seizure detection

(2013) Lan-Lan Chen et al.   Biomedical Signal Processing and Control

Epileptic EEG classification based on extreme learning machine and nonlinear features

(2011) Qi Yuan et al.   EPILEPSY RESEARCH