Ramy Hussein

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 20

Top Topics

Epileptic Seizures

Wavelet Transform

Partial Discharge

Top Venues

IEEE Trans. Instrum. Meas.

Publications

Ramy Hussein, David D. Shin, Moss Y. Zhao, Jia Guo, Guido A. Davidzon, Gary Steinberg, Michael E. Moseley, Greg Zaharchuk
Turning brain MRI into diagnostic PET: 15O-water PET CBF synthesis from multi-contrast MRI via attention-based encoder-decoder networks. Medical Image Anal. 93 (2024)
Ramy Hussein, Moss Y. Zhao, David Shin, Jia Guo, Kevin T. Chen, Rui D. Armindo, Guido Davidzon, Michael E. Moseley, Greg Zaharchuk
Multi-task Deep Learning for Cerebrovascular Disease Classification and MRI-to-PET Translation. CoRR (2022)
Ramy Hussein, David Shin, Moss Y. Zhao, Jia Guo, Guido Davidzon, Michael E. Moseley, Greg Zaharchuk
Brain MRI-to-PET Synthesis using 3D Convolutional Attention Networks. CoRR (2022)
Ramy Hussein, Moss Y. Zhao, David Shin, Jia Guo, Kevin T. Chen, Rui D. Armindo, Guido Davidzon, Michael E. Moseley, Greg Zaharchuk
Multi-task Deep Learning for Cerebrovascular Disease Classification and MRI-to-PET Translation. ICPR (2022)
Lyes Saad Saoud, Hasan Al-Marzouqi, Ramy Hussein
Cascaded Deep Hybrid Models for Multistep Household Energy Consumption Forecasting. CoRR (2022)
Lyes Saad Saoud, Hasan Al-Marzouqi, Ramy Hussein
Household Energy Consumption Prediction Using the Stationary Wavelet Transform and Transformers. IEEE Access 10 (2022)
Ramy Hussein, Soojin Lee, Rabab Ward, Martin J. McKeown
Semi-dilated convolutional neural networks for epileptic seizure prediction. Neural Networks 139 (2021)
Ramy Hussein, Soojin Lee, Rabab Ward, Martin J. McKeown
Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture. ICPR (2020)
Ramy Hussein, Rabab Ward
Epileptic Seizure Prediction: A Multi-Scale Convolutional Neural Network Approach. GlobalSIP (2019)
Soojin Lee, Ramy Hussein, Martin J. McKeown
A Deep Convolutional-Recurrent Neural Network Architecture for Parkinson's Disease EEG Classification. GlobalSIP (2019)
Ramy Hussein, Mohamed Osama Ahmed, Rabab Ward, Z. Jane Wang, Levin Kuhlmann, Yi Guo
Human Intracranial EEG Quantitative Analysis and Automatic Feature Learning for Epileptic Seizure Prediction. CoRR (2019)
Ramy Hussein, Hamid Palangi, Z. Jane Wang, Rabab K. Ward
Robust Detection of Epileptic Seizures Using Deep Neural Networks. ICASSP (2018)
Ramy Hussein, Mohamed Elgendi, Z. Jane Wang, Rabab K. Ward
Robust detection of epileptic seizures based on L1-penalized robust regression of EEG signals. Expert Syst. Appl. 104 (2018)
Ramy Hussein, Khaled Bashir Shaban, Ayman H. El-Hag
Robust detection of acoustic partial discharge signals in noisy environments. I2MTC (2017)
Jyoti Maggu, Ramy Hussein, Angshul Majumdar, Rabab K. Ward
Impulse denoising via transform learning. GlobalSIP (2017)
Prerna Singh, Ramy Hussein, Angshul Majumdar, Rabab K. Ward
Joint-sparse dictionary learning: Denoising multiple measurement vectors. GlobalSIP (2017)
Ramy Hussein, Mohamed Elgendi, Rabab Kreidieh Ward, Amr Mohamed
High performance EEG feature extraction for fast epileptic seizure detection. GlobalSIP (2017)
Ramy Hussein, Khaled Bashir Shaban, Ayman H. El-Hag
Robust Feature Extraction and Classification of Acoustic Partial Discharge Signals Corrupted With Noise. IEEE Trans. Instrum. Meas. 66 (3) (2017)
Ramy Hussein, Rabab K. Ward, Z. Jane Wang, Amr Mohamed
Energy Efficient EEG Monitoring System for Wireless Epileptic Seizure Detection. ICMLA (2016)
Ramy Hussein, Z. Jane Wang, Rabab Kreidieh Ward
Ll-regularization based EEG feature learning for detecting epileptic seizure. GlobalSIP (2016)
Ramy Hussein, Khaled Bashir Shaban, Ayman H. El-Hag
Wavelet Transform With Histogram-Based Threshold Estimation for Online Partial Discharge Signal Denoising. IEEE Trans. Instrum. Meas. 64 (12) (2015)
Ramy Hussein, Amr Mohamed, Masoud Alghoniemy
Energy-efficient on-board processing technique for wireless epileptic seizure detection systems. ICNC (2015)
Ramy Hussein, Amr Mohamed, Masoud Alghoniemy
Scalable real-time energy-efficient EEG compression scheme for wireless body area sensor network. Biomed. Signal Process. Control. 19 (2015)
Ramy Hussein, Khaled Bashir Shaban, Ayman H. El-Hag
Histogram-based thresholding in discrete wavelet transform for partial discharge signal denoising. ICCSPA (2015)
Khalid Abualsaud, Massudi Mahmuddin, Ramy Hussein, Amr Mohamed
Performance evaluation for compression-accuracy trade-off using compressive sensing for EEG-based epileptic seizure detection in wireless tele-monitoring. IWCMC (2013)
Ramy Hussein, Amr Mohamed, Masoud Alghoniemy, Alaa Awad
Design and analysis of an adaptive compressive sensing architecture for epileptic seizure detection. ICEAC (2013)
Alaa Awad, Ramy Hussein, Amr Mohamed, Amr A. El-Sherif
Energy-aware cross-layer optimization for EEG-based wireless monitoring applications. LCN (2013)