A deep learning based ensemble learning method for epileptic seizure prediction

Epileptic seizure prediction using scalp electroencephalogram signals

(2021) Syed Muhammad Usman et al.   Biocybernetics and Biomedical Engineering

Deep learning based efficient epileptic seizure prediction with EEG channel optimization

(2021) Ranjan Jana et al.   Biomedical Signal Processing and Control

Semi-dilated convolutional neural networks for epileptic seizure prediction

(2021) Ramy Hussein et al.   NEURAL NETWORKS

Predicting epileptic seizures using nonnegative matrix factorization

(2020) Olivera Stojanović et al.   PLoS One

Hilbert Vibration Decomposition-based epileptic seizure prediction with neural network

(2020) Barkın Büyükçakır et al.   COMPUTERS IN BIOLOGY AND MEDICINE

EEG based multi-class seizure type classification using convolutional neural network and transfer learning

(2020) S. Raghu et al.   NEURAL NETWORKS

Inspection of EEG signals for efficient seizure prediction

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

Phase space elliptic density feature for epileptic EEG signals classification using metaheuristic optimization method

(2020) Nastaran Darjani et al.   KNOWLEDGE-BASED SYSTEMS

A unified multi-level spectral–temporal feature learning framework for patient-specific seizure onset detection in EEG signals

(2020) Fang-Gui Tang et al.   KNOWLEDGE-BASED SYSTEMS

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

(2020) Banu Priya Prathaban et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep-learning for seizure forecasting in canines with epilepsy

(2019) Petr Nejedly et al.   Journal of Neural Engineering

Early prediction of epileptic seizures using a long-term recurrent convolutional network

(2019) Xiaoyan Wei et al.   JOURNAL OF NEUROSCIENCE METHODS

Using scalp EEG and intracranial EEG signals for predicting epileptic seizures: Review of available methodologies

(2019) Syed Muhammad Usman et al.   SEIZURE-EUROPEAN JOURNAL OF EPILEPSY

Semi-supervised training data selection improves seizure forecasting in canines with epilepsy

(2019) Mona Nasseri et al.   Biomedical Signal Processing and Control

Epileptic seizure detection and prediction using stacked bidirectional long short term memory

(2019) Thara D.K. et al.   PATTERN RECOGNITION LETTERS

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

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

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

Convolutional neural networks for seizure prediction using intracranial and scalp electroencephalogram

(2018) Nhan Duy Truong et al.   NEURAL NETWORKS

Epileptic Seizure Prediction Using Big Data and Deep Learning: Toward a Mobile System

(2018) Isabell Kiral-Kornek et al.   EBioMedicine

Epileptic seizure detection in EEG signals using sparse multiscale radial basis function networks and the Fisher vector approach

(2018) Yang Li et al.   KNOWLEDGE-BASED SYSTEMS

Gray-level co-occurrence matrix of Fourier synchro-squeezed transform for epileptic seizure detection

(2018) Shamzin Mamli et al.   Biocybernetics and Biomedical Engineering

EEG-Based Prediction of Epileptic Seizures Using Phase Synchronization Elicited from Noise-Assisted Multivariate Empirical Mode Decomposition

(2017) Dongrae Cho et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

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

(2017) Keling Fei et al.   NEUROCOMPUTING

Epileptic Seizure Prediction Using CSP and LDA for Scalp EEG Signals

(2017) Turky N. Alotaiby et al.   Computational Intelligence and Neuroscience

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

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

Seizure Prediction and Detection via Phase and Amplitude Lock Values

(2016) Mark H. Myers et al.   Frontiers in Human Neuroscience

Epileptic Seizure Prediction Using a New Similarity Index for Chaotic Signals

(2016) Hamid Niknazar et al.   INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS

Discriminating preictal and interictal brain states in intracranial EEG by sample entropy and extreme learning machine

(2016) Yuedong Song et al.   JOURNAL OF NEUROSCIENCE METHODS

Surgical treatment for epilepsy: the potential gap between evidence and practice

(2016) Nathalie Jetté et al.   LANCET NEUROLOGY

International Epilepsy Day - A day notified for global public education & awareness

(2015) ManMohan Mehndiratta et al.   INDIAN JOURNAL OF MEDICAL RESEARCH

Application of entropies for automated diagnosis of epilepsy using EEG signals: A review

(2015) U. Rajendra Acharya et al.   KNOWLEDGE-BASED SYSTEMS

Forecasting Seizures in Dogs with Naturally Occurring Epilepsy

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

Automated EEG analysis of epilepsy: A review

(2013) U. Rajendra Acharya et al.   KNOWLEDGE-BASED SYSTEMS

The pharmacological treatment of epilepsy in adults

(2011) Emilio Perucca et al.   LANCET NEUROLOGY