Variational mode decomposition-based seizure classification using Bayesian regularized shallow neural network

Classification of epileptic EEG signals using PSO based artificial neural network and tunable-Q wavelet transform

(2020) S. Thomas George et al.   Biocybernetics and Biomedical Engineering

A self‐adaptive synthetic over‐sampling technique for imbalanced classification

(2020) Xiaowei Gu et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

Epileptic Seizure Detection in EEG Signals Using a Unified Temporal-Spectral Squeeze-and-Excitation Network

(2020) Yang Li et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

A novel approach for classification of epileptic seizures using matrix determinant

(2019) S Raghu et al.   EXPERT SYSTEMS WITH APPLICATIONS

An efficient error-minimized random vector functional link network for epileptic seizure classification using VMD

(2019) Susanta Kumar Rout et al.   Biomedical Signal Processing and Control

Multi-channel EEG based automatic epileptic seizure detection using iterative filtering decomposition and Hidden Markov Model

(2019) Deba Prasad Dash et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Patient-Specific Seizure Detection Using Nonlinear Dynamics and Nullclines

(2019) Morteza Zabihi et al.   IEEE Journal of Biomedical and Health Informatics

Effect of EOG Signal Filtering on the Removal of Ocular Artifacts and EEG-Based Brain-Computer Interface: A Comprehensive Study

(2018) Malik M. Naeem Mannan et al.   COMPLEXITY

A Novel Approach for Real Time Recognition of Epileptic Seizures using Minimum Variance Modified Fuzzy Entropy

(2018) S Raghu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A Novel Signal Modeling Approach for Classification of Seizure and Seizure-Free EEG Signals

(2018) Anubha Gupta et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Transductive Joint-Knowledge-Transfer TSK FS for Recognition of Epileptic EEG Signals

(2018) Zhaohong Deng et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Patient-specific seizure detection in long-term EEG using signal-derived empirical mode decomposition (EMD)-based dictionary approach

(2018) Muhammad Kaleem et al.   Journal of Neural Engineering

Dynamic Mode Decomposition Based Epileptic Seizure Detection from Scalp EEG

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

Patient-specific seizure detection in long-term EEG using wavelet decomposition

(2018) Muhammad Kaleem et al.   Biomedical Signal Processing and Control

Epileptic Seizure Detection Based on EEG Signals and CNN

(2018) Mengni Zhou et al.   Frontiers in Neuroinformatics

A Multivariate Approach for Patient-Specific EEG Seizure Detection Using Empirical Wavelet Transform

(2017) Abhijit Bhattacharyya et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Real-Time Epileptic Seizure Detection Using EEG

(2017) Lasitha S. Vidyaratne et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

LMD Based Features for the Automatic Seizure Detection of EEG Signals Using SVM

(2017) Tao Zhang et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Detection of epileptic seizure and seizure-free EEG signals employing generalised S -transform

(2017) Soumya Chatterjee et al.   IET Science Measurement & Technology

A new approach to characterize epileptic seizures using analytic time-frequency flexible wavelet transform and fractal dimension

(2017) Manish Sharma et al.   PATTERN RECOGNITION LETTERS

Epileptic seizure detection based on improved wavelet neural networks in long-term intracranial EEG

(2016) Dongyun Geng et al.   Biocybernetics and Biomedical Engineering

Application of empirical mode decomposition and artificial neural network for the classification of normal and epileptic EEG signals

(2016) Rafik Djemili et al.   Biocybernetics and Biomedical Engineering

Application of Higuchi's fractal dimension from basic to clinical neurophysiology: A review

(2016) Srdjan Kesić et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A novel robust diagnostic model to detect seizures in electroencephalography

(2016) Piyush Swami et al.   EXPERT SYSTEMS WITH APPLICATIONS

EMD-Based Temporal and Spectral Features for the Classification of EEG Signals Using Supervised Learning

(2016) Farhan Riaz et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Analysis of High-Dimensional Phase Space via Poincaré Section for Patient-Specific Seizure Detection

(2016) Morteza Zabihi et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Seizure detection approach using S-transform and singular value decomposition

(2015) Yudan Xia et al.   EPILEPSY & BEHAVIOR

Epileptic Seizure Classification of EEG Time-Series Using Rational Discrete Short-Time Fourier Transform

(2015) Kaveh Samiee et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Wavelet-based EEG processing for computer-aided seizure detection and epilepsy diagnosis

(2015) Oliver Faust et al.   SEIZURE-EUROPEAN JOURNAL OF EPILEPSY

Epilepsy: A Spectrum Disorder

(2015) Joseph I. Sirven   Cold Spring Harbor Perspectives in Medicine

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Seizure Prediction Using Spike Rate of Intracranial EEG

(2013) Shufang Li et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Review on Methods to Fix Number of Hidden Neurons in Neural Networks

(2013) K. Gnana Sheela et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

A Physiology-Based Seizure Detection System for Multichannel EEG

(2013) Chia-Ping Shen et al.   PLoS One

Detection of Seizure and Epilepsy Using Higher Order Statistics in the EMD Domain

(2013) S. M. Shafiul Alam et al.   IEEE Journal of Biomedical and Health Informatics

Automatic Seizure Detection Using Wavelet Transform and SVM in Long-Term Intracranial EEG

(2012) Yinxia Liu et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Impaired consciousness in epilepsy

(2012) Hal Blumenfeld   LANCET NEUROLOGY

Improving early seizure detection

(2011) Christophe C. Jouny et al.   EPILEPSY & BEHAVIOR

Classification of Seizure and Nonseizure EEG Signals Using Empirical Mode Decomposition

(2011) V. Bajaj et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Automated Real-Time Epileptic Seizure Detection in Scalp EEG Recordings Using an Algorithm Based on Wavelet Packet Transform

(2010) Ali Shahidi Zandi et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Epileptic Seizure Detection in EEGs Using Time–Frequency Analysis

(2009) A.T. Tzallas et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Automatic detection of epileptic seizures in EEG using discrete wavelet transform and approximate entropy

(2008) Hasan Ocak   EXPERT SYSTEMS WITH APPLICATIONS