Epileptic EEG Classification by Using Time-Frequency Images for Deep Learning

Automatic sleep stage classification using time–frequency images of CWT and transfer learning using convolution neural network

(2020) Pankaj Jadhav et al.   Biocybernetics and Biomedical Engineering

Optimization of virtual and real registration technology based on augmented reality in a surgical navigation system

(2020) Long Chen et al.   Biomedical Engineering Online

Automatic Seizure Detection Using Fully Convolutional Nested LSTM

(2020) Yang Li et al.   International Journal of Neural Systems

Adjusting the imbalance ratio by the dimensionality of imbalanced data

(2020) Rui Zhu et al.   PATTERN RECOGNITION LETTERS

Cross-Subject Seizure Detection in EEGs Using Deep Transfer Learning

(2020) Baocan Zhang et al.   Computational and Mathematical Methods in Medicine

Supervised domain generalization for integration of disparate scalp EEG datasets for automatic epileptic seizure detection

(2020) K.P. Ayodele et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Automated Detection of Interictal Epileptiform Discharges from Scalp Electroencephalograms by Convolutional Neural Networks

(2020) John Thomas et al.   International Journal of Neural Systems

EEG-based emotion recognition with deep convolutional neural networks

(2020) Mehmet Akif Ozdemir et al.   Biomedical Engineering-Biomedizinische Technik

Alternative Diagnosis of Epilepsy in Children without Eileptiform Discharges Using Deep Convolutional Neural Networks

(2019) Lung-Chang Lin et al.   International Journal of Neural Systems

Applying Deep Learning for Epilepsy Seizure Detection and Brain Mapping Visualization

(2019) M. Shamim Hossain et al.   ACM Transactions on Multimedia Computing Communications and Applications

Scalp EEG epileptogenic zone recognition and localization based on long-term recurrent convolutional network

(2019) Weixia Liang et al.   NEUROCOMPUTING

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

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

Reachability Analysis of Neural Masses and Seizure Control Based on Combination Convolutional Neural Network

(2019) Zhen Ma   International Journal of Neural Systems

Automatic Seizure Detection Based on S-Transform and Deep Convolutional Neural Network

(2019) Guoyang Liu et al.   International Journal of Neural Systems

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

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

A new feature for the classification of non-stationary signals based on the direction of signal energy in the time–frequency domain

(2018) Nabeel Ali Khan et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Neonatal Seizure Detection Using Deep Convolutional Neural Networks

(2018) Amir H. Ansari et al.   International Journal of Neural Systems

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

(2018) Yang Li et al.   International Journal of Neural Systems

Epileptic Seizure Detection Based on EEG Signals and CNN

(2018) Mengni Zhou et al.   Frontiers in Neuroinformatics

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

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

Synchroextracting Transform

(2017) Gang Yu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

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 imbalanced classification and wavelet packet transform

(2017) Qi Yuan et al.   SEIZURE-EUROPEAN JOURNAL OF EPILEPSY

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

A high-performance seizure detection algorithm based on Discrete Wavelet Transform (DWT) and EEG

(2017) Duo Chen et al.   PLoS One

The detection of epileptic seizure signals based on fuzzy entropy

(2015) Jie Xiang et al.   JOURNAL OF NEUROSCIENCE METHODS

Synchrosqueezing-based time-frequency analysis of multivariate data

(2015) Alireza Ahrabian et al.   SIGNAL PROCESSING

Automated diagnosis of epileptic EEG using entropies

(2011) U. Rajendra Acharya et al.   Biomedical Signal Processing and Control