Efficient anomaly detection from medical signals and images. - 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; et al. (Int. J. Speech Technol., 2019)

Hilbert Transform and Statistical Analysis for Channel Selection and Epileptic Seizure Prediction. - 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 (Wirel. Pers. Commun., 2021)

Hybrid classification structures for automatic COVID-19 detection. - 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 (J. Ambient Intell. Humaniz. Comput., 2022)

Automatic modulation classification with 2D transforms and convolutional neural network. - 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; et al. (Trans. Emerg. Telecommun. Technol., 2022)

A Survey on the Applications of Frontier AI, Foundation Models, and Large Language Models to Intelligent Transportation Systems. - Mohamed R. Shoaib; Heba M. Emara; Jun Zhao 007 (ICCA, 2023)

A Hybrid Compressive Sensing and Classification Approach for Dynamic Storage Management of Vital Biomedical Signals. - Heba M. Emara; Walid El-Shafai; Abeer D. Algarni; Naglaa F. Soliman; Fathi E. Abd El-Samie (IEEE Access, 2023)

Revolutionizing Global Food Security: Empowering Resilience through Integrated AI Foundation Models and Data-Driven Solutions. - Mohamed R. Shoaib; Heba M. Emara; Jun Zhao 007 (CoRR, 2023)

Automated diagnosis of EEG abnormalities with different classification techniques. - 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 (Medical Biol. Eng. Comput., 2023)

p-YOLOv8: Efficient and Accurate Real-Time Detection of Distracted Driving. - Mohamed R. Elshamy; Heba M. Emara; Mohamed R. Shoaib; Abdel-Hameed A. Badawy (HPEC, 2024)

Comprehensive Evaluation of Vision Transformer in MRI-based Brain Tumor Detection. - Alaa E. Ahmed; Muhammad A. Elwany; Muhammad A. Mahmoud; Mohamed A. Fouad; Muhammad A. Al-Ghareeb; Tarek Dahab; Mohamed R. Shoaib; Ahmed F. Abdallah; Gamal A. El-Sheikh; Heba M. Emara (ICCA, 2024)

Deep learning innovations in diagnosing diabetic retinopathy: The potential of transfer learning and the DiaCNN model. - Mohamed R. Shoaib; Heba M. Emara; Jun Zhao 007; Walid El-Shafai; Naglaa F. Soliman; Ahmed S. Mubarak; Osama A. Omer; Fathi E. Abd El-Samie; Hamada Esmaiel (Comput. Biol. Medicine, 2024)

Cervical Cancer Detection: A Comprehensive Evaluation of CNN Models, Vision Transformer Approaches, and Fusion Strategies. - Heba M. Emara; Walid El-Shafai; Naglaa F. Soliman; Abeer D. Algarni; Reem Alkanhel; Fathi E. Abd El-Samie (IEEE Access, 2025)

Advanced deep learning approaches for fault detection in solar PV systems: A comparative study of SPDA and AIFD-SolDL. - Mohamed R. Shoaib; Heba M. Emara; Jun Zhao 007; Milad Taleby Ahvanooey; Essam Nabil (Appl. Soft Comput., 2025)

Revolutionizing diabetic retinopathy diagnosis through advanced deep learning techniques: Harnessing the power of GAN model with transfer learning and the DiaGAN-CNN model. - Mohamed R. Shoaib; Heba M. Emara; Ahmed S. Mubarak; Osama A. Omer; Fathi E. Abd El-Samie; Hamada Esmaiel (Biomed. Signal Process. Control., 2025)

Enhancing PCOS diagnosis accuracy with modified Giza Pyramids Optimizer, SLOGPO, and PCOSNet: advanced classification and optimization techniques. - Abdallah Aldosary; Walid El-Shafai; Ehab Mahmoud Mohamed; Heba M. Emara (Clust. Comput., 2025)