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Ramy Hussein
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Optimized deep neural network architecture for robust detection of epileptic seizures using EEG signals
R Hussein, H Palangi, RK Ward, ZJ Wang
Clinical Neurophysiology 130 (1), 25-37, 2019
2492019
Epileptic seizure detection: A deep learning approach
R Hussein, H Palangi, R Ward, ZJ Wang
arXiv preprint arXiv:1803.09848, 2018
1702018
Semi-dilated convolutional neural networks for epileptic seizure prediction
R Hussein, S Lee, R Ward, MJ McKeown
Neural Networks 139, 212-222, 2021
1202021
Wavelet transform with histogram-based threshold estimation for online partial discharge signal denoising
R Hussein, KB Shaban, AH El-Hag
IEEE Transactions on Instrumentation and Measurement 64 (12), 3601-3614, 2015
1122015
A convolutional-recurrent neural network approach to resting-state EEG classification in Parkinson’s disease
S Lee, R Hussein, R Ward, ZJ Wang, MJ McKeown
Journal of neuroscience methods 361, 109282, 2021
802021
A deep convolutional-recurrent neural network architecture for Parkinson’s disease EEG classification
S Lee, R Hussein, MJ McKeown
2019 IEEE global conference on signal and information processing (GlobalSIP …, 2019
632019
Robust detection of epileptic seizures based on L1-penalized robust regression of EEG signals
R Hussein, M Elgendi, ZJ Wang, RK Ward
Expert Systems with Applications 104, 153-167, 2018
562018
Human intracranial EEG quantitative analysis and automatic feature learning for epileptic seizure prediction
R Hussein, MO Ahmed, R Ward, ZJ Wang, L Kuhlmann, Y Guo
arXiv preprint arXiv:1904.03603, 2019
532019
Household energy consumption prediction using the stationary wavelet transform and transformers
LS Saoud, H Al-Marzouqi, R Hussein
IEEE Access 10, 5171-5183, 2022
462022
Energy Conservation-based Thresholding for Effective Wavelet Denoising of Partial Discharge Signals
R Hussein, KB Shaban, AH El-Hag
IET Science, Measurement and Technology, 2016
442016
Multi-channel vision transformer for epileptic seizure prediction
R Hussein, S Lee, R Ward
Biomedicines 10 (7), 1551, 2022
402022
Performance evaluation for compression-accuracy trade-off using compressive sensing for EEG-based epileptic seizure detection in wireless tele-monitoring
K Abualsaud, M Mahmuddin, R Hussein, A Mohamed
2013 9th International Wireless Communications and Mobile Computing …, 2013
392013
Denoising different types of acoustic partial discharge signals using power spectral subtraction
R Hussein, KB Shaban, AH El‐Hag
High voltage 3 (1), 44-50, 2018
382018
Denoising of acoustic partial discharge signals corrupted with random noise
R Hussein, K BashirShaban, AH El-Hag
IEEE Transactions on Dielectrics and Electrical Insulation 23 (3), 1453-1459, 2016
372016
Comparison of different fourth order Hilbert fractal antennas for partial discharge measurement
AA Zahed, AH El-Hag, N Qaddoumi, R Hussein, KB Shaban
IEEE Transactions on Dielectrics and Electrical Insulation 24 (1), 175-182, 2017
342017
Scalable real-time energy-efficient EEG compression scheme for wireless body area sensor network
R Hussein, A Mohamed, M Alghoniemy
Biomedical Signal Processing and Control 19, 122-129, 2015
332015
Robust detection of epileptic seizures using deep neural networks
R Hussein, H Palangi, ZJ Wang, R Ward
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
322018
Robust feature extraction and classification of acoustic partial discharge signals corrupted with noise
R Hussein, KB Shaban, AH El-Hag
IEEE Transactions on Instrumentation and measurement 66 (3), 405-413, 2017
312017
Ll-regularization based EEG feature learning for detecting epileptic seizure
R Hussein, ZJ Wang, R Ward
2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016
192016
Epileptic seizure prediction: A semi-dilated convolutional neural network architecture
R Hussein, S Lee, R Ward, MJ McKeown
2020 25th International Conference on Pattern Recognition (ICPR), 5436-5443, 2021
182021
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