completedFunded · 2025 · AiR-GUC
AI in Radiology – From Pixels to Decisions (joint teaching with GUC)
BMFTR-funded joint teaching seminar between the University of Bonn and the German University in Cairo (2025).

Researchers & PhD Students
PhD Candidate
PhD thesis: Lifelong Federated Learning with Foundation Models, University of Bonn · all supervised theses
Universitätsklinikum Bonn, Klinik für Diagnostische und Interventionelle Radiologie · University of Bonn, Germany
Adea is currently a PhD candidate under the supervision of Prof. Dr. Shadi Albarqouni. She earned her master’s degree in Health Data Science from the University of St Andrews, Scotland, in 2024, where her research focused on the application of deep learning techniques for cancer detection. During her master’s program, she also contributed to the BraTS 2021 challenge, working on the segmentation of brain tumors (gliomas), which provided her with valuable experience in medical image analysis and collaborative research in international competitions.Adea’s research interests are centered on harnessing the power of deep learning to solve real-world medical challenges. She is particularly passionate about developing innovative technologies and AI-driven solutions that can directly improve patient care, enhance diagnostic accuracy, and optimize healthcare outcomes. Through her work at the Albarqouni Lab, she aims to bridge the gap between cutting-edge computational methods and practical applications in clinical settings, advancing the field of medical AI while addressing critical healthcare needs.
completedFunded · 2025 · AiR-GUC
BMFTR-funded joint teaching seminar between the University of Bonn and the German University in Cairo (2025).
Journal of the American College of Radiology, 2026
Medical Image Computing and Computer Assisted Intervention – MICCAI 2026, Lecture Notes in Computer Science, 2026
Photo: Albarqouni Lab
Sep 2026 · Strasbourg, FranceOur Lab at MICCAI 2026 in Strasbourg
Sep 2026 · Strasbourg, FranceTwo Awards to Attend MICCAI 2026 in Strasbourg