Epileptic Seizure Detection Based on Time-Frequency Images of EEG Signals Using Gaussian Mixture Model and Gray Level Co-Occurrence Matrix Features

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

(2017) Lina Wang et al.   Entropy

High-resolution time–frequency representation of EEG data using multi-scale wavelets

(2017) Yang Li et al.   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

Detecting violent and abnormal crowd activity using temporal analysis of grey level co-occurrence matrix (GLCM)-based texture measures

(2017) Kaelon Lloyd et al.   MACHINE VISION AND APPLICATIONS

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

A hybrid automated detection of epileptic seizures in EEG records

(2016) Noha S. Tawfik et al.   COMPUTERS & ELECTRICAL ENGINEERING

Automatic epilepsy detection from EEG introducing a new edge weight method in the complex network

(2016) S. Supriya et al.   ELECTRONICS LETTERS

High-resolution time-frequency analysis of EEG signals using multiscale radial basis functions

(2016) Yang Li et al.   NEUROCOMPUTING

Multi-category EEG signal classification developing time-frequency texture features based Fisher Vector encoding method

(2016) Ömer F. Alçіn et al.   NEUROCOMPUTING

A multiwavelet-based time-varying model identification approach for time–frequency analysis of EEG signals

(2016) Yang Li et al.   NEUROCOMPUTING

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

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

Automated Seizure Onset Zone Approximation Based on Nonharmonic High-Frequency Oscillations in Human Interictal Intracranial EEGs

(2015) Evelien E. Geertsema et al.   International Journal of Neural Systems

Gaussian Mixture Models and Model Selection for [18F] Fluorodeoxyglucose Positron Emission Tomography Classification in Alzheimer’s Disease

(2015) Rui Li et al.   PLoS One

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

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

CLASSIFICATION OF EEG SIGNALS FOR DETECTION OF EPILEPTIC SEIZURES BASED ON WAVELETS AND STATISTICAL PATTERN RECOGNITION

(2014) Dragoljub Gajic et al.   Biomedical Engineering - Applications, Basis and Communications

Classification of seizure based on the time-frequency image of EEG signals using HHT and SVM

(2014) Kai Fu et al.   Biomedical Signal Processing and Control

A Wavelet-Statistical Features Approach for Nonconvulsive Seizure Detection

(2014) Priyanka Sharma et al.   CLINICAL EEG AND NEUROSCIENCE

Epileptic seizure detection in EEGs signals using a fast weighted horizontal visibility algorithm

(2014) Guohun Zhu et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Epileptic seizure detection using DWT based fuzzy approximate entropy and support vector machine

(2014) Yatindra Kumar et al.   NEUROCOMPUTING

Sparse Multivariate Autoregressive Modeling for Mild Cognitive Impairment Classification

(2014) Yang Li et al.   NEUROINFORMATICS

Automatic classification of sleep stages based on the time-frequency image of EEG signals

(2013) Varun Bajaj et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

AUTOMATED DIAGNOSIS OF EPILEPSY USING CWT, HOS AND TEXTURE PARAMETERS

(2013) U. RAJENDRA ACHARYA et al.   International Journal of Neural Systems

Wavelet Coherence Model for Diagnosis of Alzheimer Disease

(2012) Ziad Sankari et al.   CLINICAL EEG AND NEUROSCIENCE

Microarray gene expression classification with few genes: Criteria to combine attribute selection and classification methods

(2012) Carlos J. Alonso-González et al.   EXPERT SYSTEMS WITH APPLICATIONS

Application of SVM-RFE on EEG signals for detecting the most relevant scalp regions linked to affective valence processing

(2012) A.R. Hidalgo-Muñoz et al.   EXPERT SYSTEMS WITH APPLICATIONS

APPLICATION OF NON-LINEAR AND WAVELET BASED FEATURES FOR THE AUTOMATED IDENTIFICATION OF EPILEPTIC EEG SIGNALS

(2012) U. RAJENDRA ACHARYA et al.   International Journal of Neural Systems

Fuzzy Synchronization Likelihood-wavelet methodology for diagnosis of autism spectrum disorder

(2012) Mehran Ahmadlou et al.   JOURNAL OF NEUROSCIENCE METHODS

Automatic seizure detection in SEEG using high frequency activities in wavelet domain

(2012) L. Ayoubian et al.   MEDICAL ENGINEERING & PHYSICS

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Classification of Seizure and Nonseizure EEG Signals Using Empirical Mode Decomposition

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

Functional community analysis of brain: A new approach for EEG-based investigation of the brain pathology

(2011) Mehran Ahmadlou et al.   NEUROIMAGE

Identification of MCI individuals using structural and functional connectivity networks

(2011) Chong-Yaw Wee et al.   NEUROIMAGE

Fractality and a Wavelet-chaos-Methodology for EEG-based Diagnosis of Alzheimer Disease

(2010) Mehran Ahmadlou et al.   ALZHEIMER DISEASE & ASSOCIATED DISORDERS

Local Polynomial Modeling of Time-Varying Autoregressive Models With Application to Time–Frequency Analysis of Event-Related EEG

(2010) Z G Zhang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Identification of Time-Varying Systems Using Multi-Wavelet Basis Functions

(2010) Yang Li et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

AUTOMATIC IDENTIFICATION OF EPILEPTIC AND BACKGROUND EEG SIGNALS USING FREQUENCY DOMAIN PARAMETERS

(2010) OLIVER FAUST et al.   International Journal of Neural Systems

Application of Higher Order Spectra to Identify Epileptic EEG

(2010) Kuang Chua Chua et al.   JOURNAL OF MEDICAL SYSTEMS

Time-varying model identification for time–frequency feature extraction from EEG data

(2010) Yang Li et al.   JOURNAL OF NEUROSCIENCE METHODS

Epileptic Seizure Detection in EEGs Using Time–Frequency Analysis

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

NON-INVASIVE COMPUTERIZED SYSTEM FOR AUTOMATICALLY INITIATING VAGUS NERVE STIMULATION FOLLOWING PATIENT-SPECIFIC DETECTION OF SEIZURES OR EPILEPTIFORM DISCHARGES

(2009) ALI SHOEB et al.   International Journal of Neural Systems

Principal Component Analysis-Enhanced Cosine Radial Basis Function Neural Network for Robust Epilepsy and Seizure Detection

(2008) S. Ghosh-Dastidar et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING