Unsupervised seizure identification on EEG

Deep Learning for Patient-Independent Epileptic Seizure Prediction Using Scalp EEG Signals

(2021) Theekshana Dissanayake et al.   IEEE SENSORS JOURNAL

A channel independent generalized seizure detection method for pediatric epileptic seizures

(2021) Satarupa Chakrabarti et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

BENDR: Using Transformers and a Contrastive Self-Supervised Learning Task to Learn From Massive Amounts of EEG Data

(2021) Demetres Kostas et al.   Frontiers in Human Neuroscience

Feature extraction from EEG spectrograms for epileptic seizure detection

(2020) Ricardo Ramos-Aguilar et al.   PATTERN RECOGNITION LETTERS

A Novel Deep Neural Network for Robust Detection of Seizures Using EEG Signals

(2020) Wei Zhao et al.   Computational and Mathematical Methods in Medicine

Epileptic Seizure Detection in EEG Signals Using a Unified Temporal-Spectral Squeeze-and-Excitation Network

(2020) Yang Li et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Generative adversarial networks

(2020) Ian Goodfellow et al.   COMMUNICATIONS OF THE ACM

Unsupervised automatic seizure detection for focal-onset seizures recorded with behind-the-ear EEG using an anomaly-detecting generative adversarial network

(2020) Sungmin You et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection

(2020) Xiang Zhang et al.   IEEE Journal of Biomedical and Health Informatics

Multi-Feature Fusion Approach for Epileptic Seizure Detection From EEG Signals

(2020) Moein Radman et al.   IEEE SENSORS JOURNAL

Epilepsy in adults

(2019) Roland D Thijs et al.   LANCET

A novel approach based on wavelet analysis and arithmetic coding for automated detection and diagnosis of epileptic seizure in EEG signals using machine learning techniques

(2019) Hafeez Ullah Amin et al.   Biomedical Signal Processing and Control

A review of feature extraction and performance evaluation in epileptic seizure detection using EEG

(2019) Poomipat Boonyakitanont et al.   Biomedical Signal Processing and Control

Unsupervised EEG Feature Extraction Based on Echo State Network

(2018) Leilei Sun et al.   INFORMATION SCIENCES

The epilepsy bioinformatics study for anti-epileptogenic therapy (EpiBioS4Rx) clinical biomarker: Study design and protocol

(2018) Paul M. Vespa et al.   NEUROBIOLOGY OF DISEASE

LMD Based Features for the Automatic Seizure Detection of EEG Signals Using SVM

(2017) Tao Zhang et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

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

Correlation of invasive EEG and scalp EEG

(2016) Georgia Ramantani et al.   SEIZURE-EUROPEAN JOURNAL OF EPILEPSY

The Temple University Hospital EEG Data Corpus

(2016) Iyad Obeid et al.   Frontiers in Neuroscience

American Clinical Neurophysiology Society’s Standardized Critical Care EEG Terminology

(2013) L. J. Hirsch et al.   JOURNAL OF CLINICAL NEUROPHYSIOLOGY