Deep learning based efficient epileptic seizure prediction with EEG channel optimization

A transformer architecture based on BERT and 2D convolutional neural network to identify DNA enhancers from sequence information

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Fertility-GRU: Identifying fertility-related proteins by incorporating deep gated recurrent units and original PSSM profiles

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Efficient Epileptic Seizure Prediction Based on Deep Learning

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

Seizure Prediction in Scalp EEG Using 3D Convolutional Neural Networks With an Image-Based Approach

(2019) Ahmet Remzi Ozcan et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Epilepsy Seizure Prediction on EEG Using Common Spatial Pattern and Convolutional Neural Network

(2019) Yuan Zhang et al.   IEEE Journal of Biomedical and Health Informatics

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 convolutional neural network for sleep stage scoring from raw single-channel EEG

(2018) Arnaud Sors et al.   Biomedical Signal Processing and Control

Convolutional neural networks for seizure prediction using intracranial and scalp electroencephalogram

(2018) Nhan Duy Truong et al.   NEURAL NETWORKS

Deep Belief Networks for Electroencephalography: A Review of Recent Contributions and Future Outlooks

(2018) Faezeh Movahedi et al.   IEEE Journal of Biomedical and Health Informatics

Focal onset seizure prediction using convolutional networks

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

Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition

(2017) Jinpeng Li et al.   Cognitive Computation

Epileptic Seizure Prediction Using CSP and LDA for Scalp EEG Signals

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

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

The detection of epileptic seizure signals based on fuzzy entropy

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

Multi-task seizure detection: addressing intra-patient variation in seizure morphologies

(2015) Alex Van Esbroeck et al.   MACHINE LEARNING

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Epileptic seizure detection by analyzing EEG signals using different transformation techniques

(2014) Mohammad Zavid Parvez et al.   NEUROCOMPUTING

Seizure Prediction Using Spike Rate of Intracranial EEG

(2013) Shufang Li et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Evolution of Electroencephalogram Signal Analysis Techniques during Anesthesia

(2013) Mahmoud Al-Kadi et al.   SENSORS

Channel selection and classification of electroencephalogram signals: An artificial neural network and genetic algorithm-based approach

(2012) Jianhua Yang et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Seizure prediction using EEG spatiotemporal correlation structure

(2012) James R. Williamson et al.   EPILEPSY & BEHAVIOR

Channel selection for automatic seizure detection

(2011) Jonas Duun-Henriksen et al.   CLINICAL NEUROPHYSIOLOGY

Instantaneous Measure of EEG Channel Importance for Improved Patient-Adaptive Neonatal Seizure Detection

(2011) A. Temko et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING