Heba M. Emara

20 papers Journal 17Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated Segmentation and Classification of Brain Magnetic Resonance Images for Brain Tumor Diagnosis Based on Deep Learning.
IEEE Internet Things J.
Mohamed R. Shoaib, Dusit Niyato, Heba M. Emara, Jun Zhao
2025 J jnl
Advanced deep learning approaches for fault detection in solar PV systems: A comparative study of SPDA and AIFD-SolDL.
Appl. Soft Comput.
Mohamed R. Shoaib, Heba M. Emara, Jun Zhao, Milad Taleby Ahvanooey, Essam Nabil
2025 J jnl
Cervical Cancer Detection: A Comprehensive Evaluation of CNN Models, Vision Transformer Approaches, and Fusion Strategies.
IEEE Access
Heba M. Emara, Walid El-Shafai, Naglaa F. Soliman, Abeer D. Algarni, Reem Alkanhel, Fathi E. Abd El-Samie
2025 J jnl
Enhancing PCOS diagnosis accuracy with modified Giza Pyramids Optimizer, SLOGPO, and PCOSNet: advanced classification and optimization techniques.
Clust. Comput.
Abdallah Aldosary, Walid El-Shafai, Ehab Mahmoud Mohamed, Heba M. Emara
2025 J jnl
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.
Mohamed R. Shoaib, Heba M. Emara, Ahmed S. Mubarak, Osama A. Omer, Fathi E. Abd El-Samie, Hamada Esmaiel
2024 J jnl
A Survey on the Applications of Frontier AI, Foundation Models, and Large Language Models to Intelligent Transportation Systems.
CoRR
Mohamed R. Shoaib, Heba M. Emara, Jun Zhao
2024 — conf
Comprehensive Evaluation of Vision Transformer in MRI-based Brain Tumor Detection.
ICCA
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
2024 J jnl
Deep Learning Innovations in Diagnosing Diabetic Retinopathy: The Potential of Transfer Learning and the DiaCNN Model.
CoRR
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
2024 J jnl
Deep learning innovations in diagnosing diabetic retinopathy: The potential of transfer learning and the DiaCNN model.
Comput. Biol. Medicine
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
2024 J jnl
Enhancing Early Detection of Lung Cancer through Advanced Image Processing Techniques and Deep Learning Architectures for CT Scans.
Comput. Mater. Continua
Nahed Tawfik, Heba M. Emara, Walid El-Shafai, Naglaa F. Soliman, Abeer D. Algarni, Fathi E. Abd El-Samie
2024 J jnl
P-YOLOv8: Efficient and Accurate Real-Time Detection of Distracted Driving.
CoRR
Mohamed R. Elshamy, Heba M. Emara, Mohamed R. Shoaib, Abdel-Hameed A. Badawy
2024 — conf
p-YOLOv8: Efficient and Accurate Real-Time Detection of Distracted Driving.
HPEC
Mohamed R. Elshamy, Heba M. Emara, Mohamed R. Shoaib, Abdel-Hameed A. Badawy
2023 J jnl
A Hybrid Compressive Sensing and Classification Approach for Dynamic Storage Management of Vital Biomedical Signals.
IEEE Access
Heba M. Emara, Walid El-Shafai, Abeer D. Algarni, Naglaa F. Soliman, Fathi E. Abd El-Samie
2023 — conf
A Survey on the Applications of Frontier AI, Foundation Models, and Large Language Models to Intelligent Transportation Systems.
ICCA
Mohamed R. Shoaib, Heba M. Emara, Jun Zhao
2023 J jnl
Automated diagnosis of EEG abnormalities with different classification techniques.
Medical Biol. Eng. Comput.
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
2023 J jnl
Revolutionizing Global Food Security: Empowering Resilience through Integrated AI Foundation Models and Data-Driven Solutions.
CoRR
Mohamed R. Shoaib, Heba M. Emara, Jun Zhao
2022 J jnl
Automatic modulation classification with 2D transforms and convolutional neural network.
Trans. Emerg. Telecommun. Technol.
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
2022 J jnl
Hybrid classification structures for automatic COVID-19 detection.
J. Ambient Intell. Humaniz. Comput.
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
2021 J jnl
Hilbert Transform and Statistical Analysis for Channel Selection and Epileptic Seizure Prediction.
Wirel. Pers. Commun.
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
2019 J jnl
Efficient anomaly detection from medical signals and images.
Int. J. Speech Technol.
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