| 2025 | ICASSP | Longitudinal Wrist PPG Analysis for Reliable Hypertension Risk Screening Using Deep Learning. | Hui Lin, Jiyang Li, Ramy Hussein, Xin Sui, Xiaoyu Li, Guangpu Zhu, Aggelos K. Katsaggelos, Zijing Zeng, Yelei Li |
| 2022 | ICPR | 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 |
| 2020 | ICPR | Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture. | Ramy Hussein, Soojin Lee, Rabab Ward, Martin J. McKeown |
| 2018 | ICASSP | Robust Detection of Epileptic Seizures Using Deep Neural Networks. | Ramy Hussein, Hamid Palangi, Z. Jane Wang, Rabab K. Ward |
| 2016 | ICMLA | Energy Efficient EEG Monitoring System for Wireless Epileptic Seizure Detection. | Ramy Hussein, Rabab K. Ward, Z. Jane Wang, Amr Mohamed |
| 2013 | IWCMC | 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 |
| 2013 | LCN | Energy-aware cross-layer optimization for EEG-based wireless monitoring applications. | Alaa Awad, Ramy Hussein, Amr Mohamed, Amr A. El-Sherif |