Aya Farrag

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Tumor Segmentation

Treatment Planning

Top Venues

IEEE Internet Things J.

Publications

Gad Gad, Aya Farrag, Ahmed AboElfotouh, Khaled Bedda, Zubair Md. Fadlullah, Mostafa M. Fouda
Joint Self-Organizing Maps and Knowledge-Distillation-Based Communication-Efficient Federated Learning for Resource-Constrained UAV-IoT Systems. IEEE Internet Things J. 11 (9) (2024)
Aya Farrag, Zubair Md. Fadlullah, Mostafa M. Fouda, Nabil Sharaf Almalki
Survival-Based Treatment Planning Using Stage-Specific Machine Learning Models. IEEE Access 11 (2023)
Aya Farrag, Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda, Maazen Alsabaan
An Explainable AI System for Medical Image Segmentation With Preserved Local Resolution: Mammogram Tumor Segmentation. IEEE Access 11 (2023)
Gad Gad, Aya Farrag, Zubair Md. Fadlullah, Mostafa M. Fouda
Communication-Efficient Federated Learning in Drone-Assisted IoT Networks: Path Planning and Enhanced Knowledge Distillation Techniques. PIMRC (2023)
Aya Farrag, Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda
Mammogram Tumor Segmentation with Preserved Local Resolution: An Explainable AI System. GLOBECOM (2023)
Aya Farrag, Zubair Md. Fadlullah, Mostafa M. Fouda
A Two-Step Machine Learning Model for Stage-Specific Disease Survivability Prediction. IoTaIS (2022)