Automated inter-patient seizure detection using multichannel Convolutional and Recurrent Neural Networks

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

Deep Convolutional Neural Network-Based Epileptic Electroencephalogram (EEG) Signal Classification

(2020) Yunyuan Gao et al.   Frontiers in Neurology

Scalp EEG classification using deep Bi-LSTM network for seizure detection

(2020) Xinmei Hu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Deep learning for Electroencephalogram (EEG) classification tasks: A review

(2019) Alexander Craik et al.   Journal of Neural Engineering

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

Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture

(2019) Alison O’Shea et al.   NEURAL NETWORKS

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

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

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

A Multi-view Deep Learning Framework for EEG Seizure Detection

(2018) Ye Yuan et al.   IEEE Journal of Biomedical and Health Informatics

Improved Patient-Independent System for Detection of Electrical Onset of Seizures

(2018) Veerasingam Sridevi et al.   JOURNAL OF CLINICAL NEUROPHYSIOLOGY

Focal onset seizure prediction using convolutional networks

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

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

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

Epileptic seizure prediction using relative spectral power features

(2015) Mojtaba Bandarabadi et al.   CLINICAL NEUROPHYSIOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

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

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

Automatic seizure detection in long-term scalp EEG using an adaptive thresholding technique: A validation study for clinical routine

(2014) Rüdiger Hopfengärtner et al.   CLINICAL NEUROPHYSIOLOGY

ILAE Official Report: A practical clinical definition of epilepsy

(2014) Robert S. Fisher et al.   EPILEPSIA

Neonatal Seizure Detection Using Atomic Decomposition With a Novel Dictionary

(2014) Sunil Belur Nagaraj et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Automated diagnosis of epileptic EEG using entropies

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

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

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

(2008) Hasan Ocak   EXPERT SYSTEMS WITH APPLICATIONS