Efficient epileptic seizure prediction based on deep learning
H Daoud, MA Bayoumi - IEEE transactions on biomedical …, 2019 - ieeexplore.ieee.org
… prediction of the incoming seizures has a great influence on epileptic patients’ life. In this
paper, a novel patient-specific seizure prediction technique based on deep learn… deep learning …
paper, a novel patient-specific seizure prediction technique based on deep learn… deep learning …
A deep learning based ensemble learning method for epileptic seizure prediction
… We propose a deep learning based method for the prediction of epileptic seizures. Our
proposed method consists of the preprocessing of EEG signals, comprehensive feature extraction …
proposed method consists of the preprocessing of EEG signals, comprehensive feature extraction …
[Retracted] Review on Epileptic Seizure Prediction: Machine Learning and Deep Learning Approaches
… Moghim and Corne [49], in this study, illustrated an algorithm used for epilepsy prediction,
called ASPPR (advance seizure prediction via preictal relabeling). It helps the understanding …
called ASPPR (advance seizure prediction via preictal relabeling). It helps the understanding …
Deep learning based efficient epileptic seizure prediction with EEG channel optimization
R Jana, I Mukherjee - Biomedical Signal Processing and Control, 2021 - Elsevier
… In this paper, an efficient seizure prediction method is proposed using raw EEG data. A
deep learning technique is used for important feature extraction from EEG data for the …
deep learning technique is used for important feature extraction from EEG data for the …
[HTML][HTML] Epileptic seizure prediction using big data and deep learning: toward a mobile system
… We present a proof-of-concept for a seizure prediction system that … deep learning and the
TrueNorth processor can be leveraged to advance the task of patient-specific seizure prediction…
TrueNorth processor can be leveraged to advance the task of patient-specific seizure prediction…
Epileptic seizures prediction using deep learning techniques
… In this paper, we propose a seizure prediction method using deep learning methods. Section
II discusses the state of the art seizure prediction methods using scalp EEG data, Section III …
II discusses the state of the art seizure prediction methods using scalp EEG data, Section III …
Deep learning for patient-independent epileptic seizure prediction using scalp EEG signals
… seizure prediction. In Section III, we explain the dataset used for the study and deep learning
… In Section IV, we present the results of proposed deep learning models, and we also …
… In Section IV, we present the results of proposed deep learning models, and we also …
Cloud-based deep learning of big EEG data for epileptic seizure prediction
MP Hosseini, H Soltanian-Zadeh… - 2016 IEEE global …, 2016 - ieeexplore.ieee.org
… We propose a seizure prediction system for real-time big data analysis of EEG that can be
… III-B, a deep learning technique is developed using Stack Autoencoder for unsupervised …
… III-B, a deep learning technique is developed using Stack Autoencoder for unsupervised …
Patient-independent epileptic seizure prediction using deep learning models
… seizure prediction. In Section III, we explain the dataset used for the study and deep learning
… In Section IV, we present the results of proposed deep learning models, and we also …
… In Section IV, we present the results of proposed deep learning models, and we also …
An end-to-end deep learning approach for epileptic seizure prediction
… We described an end-to-end CNN architecture for seizure prediction in this paper. Instead
of using more commonly seen features from the frequency domain, raw EEG signals are used …
of using more commonly seen features from the frequency domain, raw EEG signals are used …
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