Design and analysis of an adaptive compressive sensing architecture for epileptic seizure detection. - Ramy Hussein; Amr Mohamed 001; Masoud Alghoniemy; Alaa Awad (ICEAC, 2013)

Performance evaluation for compression-accuracy trade-off using compressive sensing for EEG-based epileptic seizure detection in wireless tele-monitoring. - Khalid Abualsaud; Massudi Mahmuddin; Ramy Hussein; Amr Mohamed 001 (IWCMC, 2013)

Energy-aware cross-layer optimization for EEG-based wireless monitoring applications. - Alaa Awad; Ramy Hussein; Amr Mohamed 001; Amr A. El-Sherif (LCN, 2013)

Energy-efficient on-board processing technique for wireless epileptic seizure detection systems. - Ramy Hussein; Amr Mohamed 001; Masoud Alghoniemy (ICNC, 2015)

Histogram-based thresholding in discrete wavelet transform for partial discharge signal denoising. - Ramy Hussein; Khaled Bashir Shaban; Ayman H. El-Hag (ICCSPA, 2015)

Scalable real-time energy-efficient EEG compression scheme for wireless body area sensor network. - Ramy Hussein; Amr Mohamed 001; Masoud Alghoniemy (Biomed. Signal Process. Control., 2015)

Wavelet Transform With Histogram-Based Threshold Estimation for Online Partial Discharge Signal Denoising. - Ramy Hussein; Khaled Bashir Shaban; Ayman H. El-Hag (IEEE Trans. Instrum. Meas., 2015)

Ll-regularization based EEG feature learning for detecting epileptic seizure. - Ramy Hussein; Z. Jane Wang 001; Rabab Kreidieh Ward (GlobalSIP, 2016)

Energy Efficient EEG Monitoring System for Wireless Epileptic Seizure Detection. - Ramy Hussein; Rabab K. Ward; Z. Jane Wang 001; Amr Mohamed 001 (ICMLA, 2016)

High performance EEG feature extraction for fast epileptic seizure detection. - Ramy Hussein; Mohamed Elgendi; Rabab Kreidieh Ward; Amr Mohamed 001 (GlobalSIP, 2017)

Impulse denoising via transform learning. - Jyoti Maggu; Ramy Hussein; Angshul Majumdar; Rabab K. Ward (GlobalSIP, 2017)

Joint-sparse dictionary learning: Denoising multiple measurement vectors. - Prerna Singh; Ramy Hussein; Angshul Majumdar; Rabab K. Ward (GlobalSIP, 2017)

Robust detection of acoustic partial discharge signals in noisy environments. - Ramy Hussein; Khaled Bashir Shaban; Ayman H. El-Hag (I2MTC, 2017)

Robust Feature Extraction and Classification of Acoustic Partial Discharge Signals Corrupted With Noise. - Ramy Hussein; Khaled Bashir Shaban; Ayman H. El-Hag (IEEE Trans. Instrum. Meas., 2017)

Robust Detection of Epileptic Seizures Using Deep Neural Networks. - Ramy Hussein; Hamid Palangi; Z. Jane Wang 001; Rabab K. Ward (ICASSP, 2018)

Robust detection of epileptic seizures based on L1-penalized robust regression of EEG signals. - Ramy Hussein; Mohamed Elgendi; Z. Jane Wang 001; Rabab K. Ward (Expert Syst. Appl., 2018)

Epileptic Seizure Prediction: A Multi-Scale Convolutional Neural Network Approach. - Ramy Hussein; Rabab Ward (GlobalSIP, 2019)

A Deep Convolutional-Recurrent Neural Network Architecture for Parkinson's Disease EEG Classification. - Soojin Lee; Ramy Hussein; Martin J. McKeown (GlobalSIP, 2019)

Human Intracranial EEG Quantitative Analysis and Automatic Feature Learning for Epileptic Seizure Prediction. - Ramy Hussein; Mohamed Osama Ahmed; Rabab Ward; Z. Jane Wang 001; Levin Kuhlmann; Yi Guo 007 (CoRR, 2019)

Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture. - Ramy Hussein; Soojin Lee; Rabab Ward; Martin J. McKeown (ICPR, 2020)

Semi-dilated convolutional neural networks for epileptic seizure prediction. - Ramy Hussein; Soojin Lee; Rabab Ward; Martin J. McKeown (Neural Networks, 2021)

Multi-task Deep Learning for Cerebrovascular Disease Classification and MRI-to-PET Translation. - Ramy Hussein; Moss Y. Zhao; David Shin; Jia Guo; Kevin T. Chen; Rui D. Armindo; Guido A. Davidzon; Michael E. Moseley; Greg Zaharchuk (ICPR, 2022)

Household Energy Consumption Prediction Using the Stationary Wavelet Transform and Transformers. - Lyes Saad Saoud; Hasan Al-Marzouqi; Ramy Hussein (IEEE Access, 2022)

Cascaded Deep Hybrid Models for Multistep Household Energy Consumption Forecasting. - Lyes Saad Saoud; Hasan Al-Marzouqi; Ramy Hussein (CoRR, 2022)

Brain MRI-to-PET Synthesis using 3D Convolutional Attention Networks. - Ramy Hussein; David Shin; Moss Y. Zhao; Jia Guo; Guido A. Davidzon; Michael E. Moseley; Greg Zaharchuk (CoRR, 2022)

Continuous Blood Pressure Monitoring and Hypertension Risk Screening Using Smart Watch. - Xiaoyu Li 007; Ramy Hussein; Guangpu Zhu; Xin Sui; Hongwei Li; Xiajiao Yang; Zijing Zeng; Yelei Li (EMBC, 2024)

Turning brain MRI into diagnostic PET: 15O-water PET CBF synthesis from multi-contrast MRI via attention-based encoder-decoder networks. - Ramy Hussein; David D. Shin; Moss Y. Zhao; Jia Guo; Guido A. Davidzon; Gary Steinberg; Michael E. Moseley; Greg Zaharchuk (Medical Image Anal., 2024)

Longitudinal Wrist PPG Analysis for Reliable Hypertension Risk Screening Using Deep Learning. - Hui Lin; Jiyang Li; Ramy Hussein; Xin Sui; Xiaoyu Li 007; Guangpu Zhu; Aggelos K. Katsaggelos; Zijing Zeng; Yelei Li (ICASSP, 2025)