Dynamic learning framework for epileptic seizure prediction using sparsity based EEG Reconstruction with Optimized CNN classifier

Predicting epileptic seizures using nonnegative matrix factorization

(2020) Olivera Stojanović et al.   PLoS One

Convolutional Neural Network for Seizure Detection of Nocturnal Frontal Lobe Epilepsy

(2020) Fabio Pisano et al.   COMPLEXITY

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

(2020) Kemal Akyol   EXPERT SYSTEMS WITH APPLICATIONS

A lightweight solution to epileptic seizure prediction based on EEG synchronization measurement

(2020) Shasha Zhang et al.   JOURNAL OF SUPERCOMPUTING

A dataset of neonatal EEG recordings with seizure annotations

(2019) N. J. Stevenson et al.   Scientific Data

A Convolutional Neural Network with Fletcher–Reeves Algorithm for Hyperspectral Image Classification

(2019) Chen Chen et al.   Remote Sensing

Fractal dimension undirected correlation graph-based support vector machine model for identification of focal and non-focal electroencephalography signals

(2019) Mohammed Diykh et al.   Biomedical Signal Processing and Control

A novel approach for classification of epileptic seizures using matrix determinant

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

Efficient Epileptic Seizure Prediction Based on Deep Learning

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

A hybrid Local Binary Pattern and wavelets based approach for EEG classification for diagnosing epilepsy

(2019) Kashif Ahmad Khan et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Long Short-Term Memory deep learning network for the prediction of epileptic seizures using EEG signals

(2018) Κostas Μ. Tsiouris et al.   COMPUTERS IN BIOLOGY AND MEDICINE

An automated system for epilepsy detection using EEG brain signals based on deep learning approach

(2018) Ihsan Ullah et al.   EXPERT SYSTEMS WITH APPLICATIONS

Classification of focal and non-focal EEG signals using neighborhood component analysis and machine learning algorithms

(2018) Shivarudhrappa Raghu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Epileptic Seizure Prediction Using Diffusion Distance and Bayesian Linear Discriminate Analysis on Intracranial EEG

(2018) Shasha Yuan et al.   International Journal of Neural Systems

Focal onset seizure prediction using convolutional networks

(2017) Haidar Khan et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Chaos feature study in fractional Fourier domain for preictal prediction of epileptic seizure

(2017) Keling Fei et al.   NEUROCOMPUTING

Removal of Eye Blink Artifacts from EEG Signals using Sparsity

(2017) S. R. Sreeja et al.   IEEE Journal of Biomedical and Health Informatics

Real-time seizure prediction using RLS filtering and interpolated histogram feature based on hybrid optimization algorithm of Bayesian classifier and Hunting search

(2016) Morteza Behnam et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Epileptic Seizure Prediction by Exploiting Spatiotemporal Relationship of EEG Signals Using Phase Correlation

(2016) Mohammad Zavid Parvez et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

On the proper selection of preictal period for seizure prediction

(2015) Mojtaba Bandarabadi et al.   EPILEPSY & BEHAVIOR

Forecasting Seizures in Dogs with Naturally Occurring Epilepsy

(2014) J. Jeffry Howbert et al.   PLoS One

Seizure prediction in patients with mesial temporal lobe epilepsy using EEG measures of state similarity

(2013) Kais Gadhoumi et al.   CLINICAL NEUROPHYSIOLOGY

Quality of life issues and occupational performance of persons with epilepsy

(2012) Renato Nickel et al.   ARQUIVOS DE NEURO-PSIQUIATRIA

EPILAB: A software package for studies on the prediction of epileptic seizures

(2011) C.A. Teixeira et al.   JOURNAL OF NEUROSCIENCE METHODS

Classification of patterns of EEG synchronization for seizure prediction

(2009) Piotr Mirowski et al.   CLINICAL NEUROPHYSIOLOGY