Heba M. Emara

According to our database, Heba M. Emara authored at least 14 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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., October, 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

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

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, Walid El-Shafai, Naglaa F. Soliman, Ahmed S. Mubarak, Osama A. Omer, Fathi E. Abd El-Samie, Hamada Esmaiel

Comput. Biol. Medicine, February, 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

Proceedings of the International Conference on Computer and Applications, 2024

p-YOLOv8: Efficient and Accurate Real-Time Detection of Distracted Driving.

Mohamed R. Elshamy, Heba M. Emara, Mohamed R. Shoaib, Abdel-Hameed A. Badawy

Proceedings of the IEEE High Performance Extreme Computing Conference, 2024

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., December, 2023

Revolutionizing Global Food Security: Empowering Resilience through Integrated AI Foundation Models and Data-Driven Solutions.

Mohamed R. Shoaib, Heba M. Emara, Jun Zhao

CoRR, 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

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

Proceedings of the International Conference on Computer and Applications, 2023

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, Fathi E. Abd El-Samie, Gerges M. Salama

Trans. Emerg. Telecommun. Technol., December, 2022

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

2021

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

2019

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, 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

Int. J. Speech Technol., 2019