Generalization of convolutional neural networks for ECG classification using generative adversarial networks AM Shaker, M Tantawi, HA Shedeed, MF Tolba IEEE Access 8, 35592-35605, 2020 | 195 | 2020 |
A csp\am-ba-svm approach for motor imagery bci system S Selim, MM Tantawi, HA Shedeed, A Badr Ieee Access 6, 49192-49208, 2018 | 138 | 2018 |
A wavelet feature extraction method for electrocardiogram (ECG)-based biometric recognition MM Tantawi, K Revett, AB Salem, MF Tolba Signal, Image and Video Processing 9, 1271-1280, 2015 | 83 | 2015 |
Fiducial feature reduction analysis for electrocardiogram (ECG) based biometric recognition MM Tantawi, K Revett, A Salem, MF Tolba Journal of Intelligent Information Systems 40, 17-39, 2013 | 79 | 2013 |
ECG based biometric recognition using wavelets and RBF neural network M Tantawi, K Revett, AB Salem, MF Tolba Proc. 7th Eur. Comput. Conf.(ECC), 100-105, 2013 | 30 | 2013 |
A two-stage method for bone X-rays abnormality detection using mobileNet network H El-Saadawy, M Tantawi, HA Shedeed, MF Tolba Proceedings of the International Conference on Artificial Intelligence and …, 2020 | 25 | 2020 |
Hybrid hierarchical method for electrocardiogram heartbeat classification H El‐Saadawy, M Tantawi, HA Shedeed, MF Tolba IET Signal Processing 12 (4), 506-513, 2018 | 25 | 2018 |
Reducing execution time for real-time motor imagery based BCI systems S Selim, M Tantawi, H Shedeed, A Badr Proceedings of the International Conference on Advanced Intelligent Systems …, 2017 | 25 | 2017 |
An evaluation of the generalisability and applicability of the PhysioNet electrocardiogram (ECG) repository as test cases for ECG-based biometrics MM Tantawi, K Revett, MF Tolba, AB Salem International Journal of Cognitive Biometrics 1 (1), 66-97, 2012 | 19 | 2012 |
Electrocardiogram (ECG) classification based on dynamic beats segmentation H El-Saadawy, M Tantawi, HA Shedeed, MF Tolba Proceedings of the 10th International Conference on Informatics and Systems …, 2016 | 16 | 2016 |
A novel feature set for deployment in ECG based biometrics M Tantawi, K Revett, MF Tolba, A Salem 2012 Seventh International Conference on Computer Engineering & Systems …, 2012 | 15 | 2012 |
Electrocardiogram (ECG): a new burgeoning utility for biometric recognition M Tantawi, K Revett, AB Salem, MF Tolba Bio-inspiring cyber security and cloud services: trends and innovations, 349-382, 2014 | 14 | 2014 |
Fiducial based approach to ECG biometrics using limited fiducial points M Tantawi, A Salem, MF Tolba Advanced Machine Learning Technologies and Applications: Second …, 2014 | 14 | 2014 |
Analyzing electrooculography (eog) for eye movement detection R Reda, M Tantawi, H shedeed, MF Tolba The International Conference on Advanced Machine Learning Technologies and …, 2020 | 9 | 2020 |
Electrocardiogram (ECG) heart disease diagnosis using PNN, SVM and Softmax regression classifiers H El-Saadawy, M Tantawi, HA Shedeed, MF Tolba 2017 Eighth International Conference on Intelligent Computing and …, 2017 | 9 | 2017 |
On the use of the electrocardiogram for biometrie authentication MM Tantawi, K Revett, MF Tolba, A Salem 2012 8th International Conference on Informatics and Systems (INFOS), BIO-48 …, 2012 | 9 | 2012 |
A Hybrid Two-Stage GNG–Modified VGG Method for Bone X-rays Classification and Abnormality Detection H El-Saadawy, M Tantawi, HA Shedeed, MF Tolba IEEE Access 9, 76649-76661, 2021 | 8 | 2021 |
Heartbeat classification using 1D convolutional neural networks AM Shaker, M Tantawi, HA Shedeed, MF Tolba Proceedings of the International Conference on Advanced Intelligent Systems …, 2020 | 8 | 2020 |
Deep convolutional neural networks for ECG heartbeat classification using two-stage hierarchical method AM Shaker, M Tantawi, HA Shedeed, MF Tolba Proceedings of the International Conference on Advanced Intelligent Systems …, 2021 | 6 | 2021 |
A comparative analysis of different feature extraction techniques for motor imagery based BCI system S Selim, M Tantawi, H Shedeed, A Badr The International Conference on Artificial Intelligence and Computer Vision …, 2020 | 6 | 2020 |