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Journal Articles
- 2025
[j8]Mohamed R. Shoaib, Heba M. Emara, Ahmed S. Mubarak, Osama A. Omer, Fathi E. Abd El-Samie
, Hamada Esmaiel:
Revolutionizing diabetic retinopathy diagnosis through advanced deep learning techniques: Harnessing the power of GAN model with transfer learning and the DiaGAN-CNN model. Biomed. Signal Process. Control. 99: 106790 (2025)- 2024
- [j7]Mohamed R. Shoaib, Heba M. Emara, Jun Zhao, Walid El-Shafai, Naglaa F. Soliman, Ahmed S. Mubarak, Osama A. Omer, Fathi E. Abd El-Samie, Hamada Esmaiel:
Deep learning innovations in diagnosing diabetic retinopathy: The potential of transfer learning and the DiaCNN model. Comput. Biol. Medicine 169: 107834 (2024) - 2023
- [j6]Heba M. Emara, Walid El-Shafai, Abeer D. Algarni, Naglaa F. Soliman, Fathi E. Abd El-Samie:
A Hybrid Compressive Sensing and Classification Approach for Dynamic Storage Management of Vital Biomedical Signals. IEEE Access 11: 108126-108151 (2023) - [j5]Essam Abdellatef, Heba M. Emara, Mohamed R. Shoaib, Fatma E. Ibrahim, Mohamed Elwekeil, Walid El-Shafai, Taha E. Taha, Adel S. El-Fishawy, El-Sayed M. El-Rabaie, Ibrahim M. Eldokany, Fathi E. Abd El-Samie:
Automated diagnosis of EEG abnormalities with different classification techniques. Medical Biol. Eng. Comput. 61(12): 3363-3385 (2023) - 2022
- [j4]Hanan S. Ghanem, Mohamed R. Shoaib, Safaa El-Gazar, Heba M. Emara, Walid El Shafai, Samia Abd El-Moneim, Adel S. El-Fishawy, Taha E. Taha, Hesham F. A. Hamed, Ghada M. El Banby, Maha Elsabrouty, El-Sayed M. El-Rabaie, Fathi E. Abd El-Samie, Gerges M. Salama:
Automatic modulation classification with 2D transforms and convolutional neural network. Trans. Emerg. Telecommun. Technol. 33(12) (2022) - [j3]Mohamed R. Shoaib, Heba M. Emara, Mohamed Elwekeil, Walid El Shafai, Taha E. Taha, Adel S. El-Fishawy, El-Sayed M. El-Rabaie, Fathi E. Abd El-Samie:
Hybrid classification structures for automatic COVID-19 detection. J. Ambient Intell. Humaniz. Comput. 13(9): 4477-4492 (2022) - 2021
- [j2]Heba M. Emara, Mohamed Elwekeil, Taha E. Taha, Adel S. El-Fishawy, El-Sayed M. El-Rabaie, Turky N. Alotaiby, Saleh A. Alshebeili, Fathi E. Abd El-Samie:
Hilbert Transform and Statistical Analysis for Channel Selection and Epileptic Seizure Prediction. Wirel. Pers. Commun. 116(4): 3371-3395 (2021) - 2019
- [j1]Ahmed Sedik, Heba M. Emara, Asmaa Hamad, Eman M. Shahin, Noha A. El-Hag, Ali A. Khalil, Fatma E. Ibrahim, Zeinab M. Elsherbeny, Mahmoud Elreefy, Osama Zahran, Heba Ali El-Khobby, Ghada M. El Banby, Mohamed Elwekeil, Walid El Shafai, Ashraf A. M. Khalaf, Mohamed Rihan, Waleed Al-Nuaimy, Taha E. Taha, Mahmoud A. Attia, Adel S. El-Fishawy, El-Sayed M. El-Rabaie, Moawad I. Dessouky, Nagy Wadie Messiha, Ibrahim M. Eldokany, Turky N. Alotaiby, Saleh A. Alshebeili, Fathi E. Abd El-Samie:
Efficient anomaly detection from medical signals and images. Int. J. Speech Technol. 22(3): 739-767 (2019)
Conference and Workshop Papers
- 2023
- [c1]Mohamed R. Shoaib, Heba M. Emara, Jun Zhao:
A Survey on the Applications of Frontier AI, Foundation Models, and Large Language Models to Intelligent Transportation Systems. ICCA 2023: 1-7
Informal and Other Publications
- 2024
- [i3]Mohamed R. Shoaib, Heba M. Emara, Jun Zhao:
A Survey on the Applications of Frontier AI, Foundation Models, and Large Language Models to Intelligent Transportation Systems. CoRR abs/2401.06831 (2024) - [i2]Mohamed R. Shoaib, Heba M. Emara, Jun Zhao, Walid El-Shafai, Naglaa F. Soliman, Ahmed S. Mubarak, Osama A. Omer, Fathi E. Abd El-Samie, Hamada Esmaiel:
Deep Learning Innovations in Diagnosing Diabetic Retinopathy: The Potential of Transfer Learning and the DiaCNN Model. CoRR abs/2401.13990 (2024) - 2023
- [i1]Mohamed R. Shoaib, Heba M. Emara, Jun Zhao:
Revolutionizing Global Food Security: Empowering Resilience through Integrated AI Foundation Models and Data-Driven Solutions. CoRR abs/2310.20301 (2023)
Coauthor Index
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