Deep Learning

Summer School on Biomedical Imaging with Deep Learning (BILD)

DAAD Funded Project (2025-2025)

Poster presentation at Helmholtz AI Conference 2025: AI for Science

From 3–5 June 2025, David presented our research in *Multi-center Collaboration for Improved Lymph Node Metastasis Detection in Pancreatic Ductal Adenocarcinoma* as a poster at Helmholtz AI Conference 2025 (HAICON25) at Karlsruhe, Germany. Bringing together over 600 researchers, industry practitioners, and students to explore cutting-edge AI applications in the sciences

Strategic Arab-German Network for Affordable and Democratized AI (SANAD)

DAAD Funded Project (2025-2025)

Invited Lecture at the Charité – Universitätsmedizin Berlin, Germany

As an Invited Lecturer for the Digital Health and Artificial Intelligence module at Charité – Universitätsmedizin Berlin’s Institute of International Health, I delivered a focused lecture on deep learning algorithms and their medical applications—highlighting federated learning—and had the privilege of engaging with a diverse, global cohort of brilliant medical professionals from Germany, other European countries and the U.S., Africa, the Eastern Mediterranean Region, Asia, and South America.

Invited Talk at the 3rd Symposium on International Pathways to Precision Medicine Symposium (P2M Symposium), Rouen, France

I had the honor of delivering an invited talk at the p2m Symposium, where I had the opportunity to share my work and connect with distinguished experts in the field. The event was an enriching platform that allowed me to engage directly with thought leaders, including Ellen GRANT from Harvard, Fouad CHEBIB from Mayo Clinic, and Ivana Dabaj from Rouen. I am particularly grateful to the event chairs, Soumaya and Abdellah from Rouen, whose exceptional leadership and support made this gathering truly memorable.

CIR/01/2025: Postdoc/Research Staff position in Computational Medical Imaging (m/f/d)

starting Jun. 2025 or as agreed upon. The position is initially limited to two years.

CIR/02/2025: Ph.D. position in AI in Medicine with Large Language Models (m/f/d)

starting Jun 2025 or as agreed upon. The position is initially limited to three years, with the possibility of extension.

Participated at the Helmholtz-ELLIS Workshop on Foundation Models in Science

Elodie, David, and Shadi participated at the Helmholtz ELLIS Workshop on Foundation Models which took place in Berlin over two days, bringing together leading researchers and practitioners from academia and industry. The primary focus was to explore the transformative impact of large-scale AI models ( extit{Foundation Models}) across various scientific domains, including medical imaging, astrophysics, tabular data analysis, and beyond.

Invited Talk at the German University in Cairo and the American University in Cairo, Egypt

Just wrapped up two intense and inspiring days in Cairo at the The German University in Cairo and The American University in Cairo (AUC)! 🇪🇬. From invited talks and an engaging workshop to thesis defenses and valuable networking events, it was a fantastic opportunity to exchange ideas and connect with brilliant minds. A big thank you to the hosts, Dr. Mohammed A.-Megeed Salem and Dr. Seif Eldawlatly and everyone who made this visit so enriching! Looking forward to future hashtag#collaborations.

BA/MA thesis on Modeling brain changes related to physical activity with machine learning

Abstract. In the last decade, several studies suggested that physical fitness may positively influence brain and cardiovascular health. Brain health is usually assessed through structural and functional imaging techniques to extract biomarkers of aging that can be used to predict brain age ( Dunås et al.