Ramy Hussein

Most-cited papers

Optimized deep neural network architecture for robust detection of epileptic seizures using EEG signals.
Ramy Hussein, Hamid Palangi, R. Ward, Z. Wang
2019Clinical Neurophysiology246 citations
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Epileptic Seizure Detection: A Deep Learning Approach
Ramy Hussein, Hamid Palangi, R. Ward, Z. J. Wang
2018110 citations
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Wavelet Transform With Histogram-Based Threshold Estimation for Online Partial Discharge Signal Denoising
Ramy Hussein, K. Shaban, Ayman H. El-Hag
2015IEEE Transactions on Instrumentation and Measurement98 citations
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A convolutional-recurrent neural network approach to resting-state EEG classification in Parkinson’s disease
Soojin Lee, Ramy Hussein, R. Ward, Z. J. Wang +1 more
2021medRxiv96 citations Open access
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Semi-dilated convolutional neural networks for epileptic seizure prediction
Ramy Hussein, Soojin Lee, R. Ward, M. McKeown
2021Neural Networks80 citations
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Multi-Channel Vision Transformer for Epileptic Seizure Prediction
Ramy Hussein, Soojin Lee, R. Ward
2022Biomedicines64 citations Open access
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A Deep Convolutional-Recurrent Neural Network Architecture for Parkinson’s Disease EEG Classification
Soojin Lee, Ramy Hussein, M. McKeown
2019IEEE Global Conference on Signal and Information Processing60 citations
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Robust detection of epileptic seizures based on L1-penalized robust regression of EEG signals
Ramy Hussein, Mohamed Elgendi, Z. Wang, R. Ward
2018Expert systems with applications54 citations
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Household Energy Consumption Prediction Using the Stationary Wavelet Transform and Transformers
L. S. Saoud, H. Almarzouqi, Ramy Hussein
2022IEEE Access48 citations Open access
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Energy conservation-based thresholding for effective wavelet denoising of partial discharge signals
Ramy Hussein, K. Shaban, Ayman H. El-Hag
201639 citations
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Denoising different types of acoustic partial discharge signals using power spectral subtraction
Ramy Hussein, K. Shaban, Ayman H. El-Hag
201737 citations Open access
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Robust Feature Extraction and Classification of Acoustic Partial Discharge Signals Corrupted With Noise
Ramy Hussein, K. Shaban, Ayman H. El-Hag
2017IEEE Transactions on Instrumentation and Measurement35 citations
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Deep Learning Applications in Imaging of Acute Ischemic Stroke: A Systematic Review and Narrative Summary.
Bin Jiang, N. Pham, Eric K. van Staalduinen, Yongkai Liu +12 more
2025Radiology32 citations Open access
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Human Intracranial EEG Quantitative Analysis and Automatic Feature Learning for Epileptic Seizure Prediction
Ramy Hussein, M. O. Ahmed, R. Ward, Z. J. Wang +2 more
2019arXiv.org31 citations
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Denoising of acoustic partial discharge signals corrupted with random noise
Ramy Hussein, Khaled BashirShaban, Ayman H. El-Hag
2016IEEE transactions on dielectrics and electrical insulation31 citations
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Scalable real-time energy-efficient EEG compression scheme for wireless body area sensor network
Ramy Hussein, Amr Mohamed, M. Alghoniemy
2015Biomedical Signal Processing and Control28 citations
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Performance evaluation for compression-accuracy trade-off using compressive sensing for EEG-based epileptic seizure detection in wireless tele-monitoring
Khalid Abualsaud, M. Mahmuddin, Ramy Hussein, Amr Mohamed
20132013 9th International Wireless Communications and Mobile Computing Conference (IWCMC)27 citations
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Robust Detection of Epileptic Seizures Using Deep Neural Networks
Ramy Hussein, Hamid Palangi, Z. J. Wang, R. Ward
2018IEEE International Conference on Acoustics, Speech, and Signal Processing25 citations
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Comparison of different fourth order Hilbert fractal antennas for partial discharge measurement
A. Zahed, Ayman H. El-Hag, N. Qaddoumi, Ramy Hussein +1 more
2017IEEE transactions on dielectrics and electrical insulation25 citations
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Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture
Ramy Hussein, Soojin Lee, R. Ward, M. McKeown
2020International Conference on Pattern Recognition17 citations Open access
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Ll-regularization based EEG feature learning for detecting epileptic seizure
Ramy Hussein, Z. J. Wang, R. Ward
2016IEEE Global Conference on Signal and Information Processing15 citations
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Automated detection of arterial landmarks and vascular occlusions in patients with acute stroke receiving digital subtraction angiography using deep learning
Jui Khankari, Yannan Yu, J. Ouyang, Ramy Hussein +3 more
2022Journal of NeuroInterventional Surgery13 citations
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Multi-task Deep Learning for Cerebrovascular Disease Classification and MRI-to-PET Translation
Ramy Hussein, Moss Y. Zhao, David Shin, Jia Guo +5 more
2022International Conference on Pattern Recognition13 citations Open access
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EEG feature extraction and selection techniques for epileptic detection: A comparative study
Ramy Hussein, A. Mohamed, K A Shahan, A. Mohamed
2013International Conference on Smart City and Informatization11 citations
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Turning Brain MRI into Diagnostic PET: 15O-water PET CBF Synthesis from Multi-contrast MRI via Attention-based Encoder–Decoder Networks
Ramy Hussein, David Shin, Moss Y. Zhao, Jia Guo +4 more
2023Medical Image Anal.9 citations Open access
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Adaptive energy-aware encoding for DWT-based wireless EEG tele-monitoring system
Ramy Hussein, Alaa Awad, A. A. El-Sherif, Amr Mohamed +1 more
20132013 IEEE Digital Signal Processing and Signal Processing Education Meeting (DSP/SPE)9 citations
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Energy-aware cross-layer optimization for EEG-based wireless monitoring applications
Alaa Awad, Ramy Hussein, Amr Mohamed, A. A. El-Sherif
201338th Annual IEEE Conference on Local Computer Networks9 citations Open access
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Adaptive compression and optimization for real-time energy-efficient wireless EEG monitoring systems
Ramy Hussein, Amr Mohamed, M. Alghoniemy
2013Biomedical Engineering International Conference8 citations
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Energy-efficient on-board processing technique for wireless epileptic seizure detection systems
Ramy Hussein, Amr Mohamed, M. Alghoniemy
2015International Conference on Computing, Networking and Communications7 citations
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Robust recognition of human activities using smartphone sensor data
Ramy Hussein, Jianzhe Lin, K. Madden, Z. J. Wang
20172017 International Conference on the Frontiers and Advances in Data Science (FADS)6 citations
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Histogram-based thresholding in discrete wavelet transform for partial discharge signal denoising
Ramy Hussein, K. Shaban, Ayman H. El-Hag
2015International Conference on Communications, Signal Processing, and their Applications6 citations
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Cascaded Deep Hybrid Models for Multistep Household Energy Consumption Forecasting
L. S. Saoud, H. Almarzouqi, Ramy Hussein
2022Social Science Research Network5 citations Open access
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Epileptic Seizure Prediction: A Multi-Scale Convolutional Neural Network Approach
Ramy Hussein, R. Ward
2019IEEE Global Conference on Signal and Information Processing5 citations
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High performance EEG feature extraction for fast epileptic seizure detection
Ramy Hussein, Mohamed Elgendi, R. Ward, Amr Mohamed
2017IEEE Global Conference on Signal and Information Processing4 citations
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Impulse denoising via transform learning
Jyoti Maggu, Ramy Hussein, A. Majumdar, R. Ward
2017IEEE Global Conference on Signal and Information Processing4 citations
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Design and analysis of an adaptive compressive sensing architecture for epileptic seizure detection
Ramy Hussein, Amr Mohamed, M. Alghoniemy, Alaa Awad
2013International Conference on Energy Aware Computing Systems & Applications4 citations
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Brain MRI-to-PET Synthesis using 3D Convolutional Attention Networks
Ramy Hussein, David Shin, Moss Y. Zhao, Jia Guo +3 more
2022arXiv.org3 citations Open access
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Scalp and intracranial EEG quantitative analysis : robust detection and prediction of epileptic seizures
Ramy Hussein
2019Joint Conference of the Information Retrieval Communities in Europe3 citations Open access
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Robust detection of acoustic partial discharge signals in noisy environments
Ramy Hussein, Khaled Bashir Shaban, Ayman H. El-Hag
2017International Instrumentation and Measurement Technology Conference3 citations
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Energy-efficient EEG monitoring systems for wireless epileptic seizure detection
Ramy Hussein, R. Ward
20163 citations
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Energy Efficient EEG Monitoring System for Wireless Epileptic Seizure Detection
Ramy Hussein, R. Ward, Z. Jane Wand, Amr Mohamed
2016International Conference on Machine Learning and Applications3 citations
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Acoustic partial discharge signal denoising using power spectral subtraction
Ramy Hussein, K. Shaban, Ayman H. El-Hag
2015Conference on Electrical Insulation and Dielectric Phenomena3 citations
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Segmenting Cervical Arteries in Phase Contrast Magnetic Resonance Imaging Using Convolutional Encoder–Decoder Networks
Britney Campbell, D. Yadav, Ramy Hussein, M. Jovin +10 more
2023Applied Sciences1 citations Open access
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Adaptive Energy-aware Encoding for DWT-Based Wireless EEG Monitoring System
Ramy Hussein, Amr Mohamed
20131 citations
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NeuroMix-DL: Improving imaging quality of a fast multiparametric MRI protocol using deep learning.
A. Sanaat, Johannes H. Decker, Ramy Hussein, Moss Y. Zhao +5 more
2026European Journal of Radiology0 citations Open access
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Predictive values of salivary IL-6 and sFas-dependent apoptosis inhibitor in pathogenesis of oral lichen planus
S. Moussa, Ramy Hussein, S. Amer
2023Egyptian dental journal0 citations Open access
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Joint-sparse dictionary learning: Denoising multiple measurement vectors
Prerna Singh, Ramy Hussein, A. Majumdar, R. Ward
2017IEEE Global Conference on Signal and Information Processing0 citations
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PET Synthesis from Multi-Contrast MRI with Attention-Based 3D Encoder-Decoder Networks
Ramy Hussein, David Shin, Moss Y. Zhao, Jia Guo +2 more
ISMRM Annual Meeting0 citations
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Predicting Perfusion Augmentation Using Deep Learning without Vasodilators
Moss Y. Zhao, Ramy Hussein, M. Moseley, G. Zaharchuk
ISMRM Annual Meeting0 citations
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