I am a Professor of Computational Medical Imaging Research at University of Bonn and AI Group Leader at the Helmholtz Center Munich. In the last few years, I have been leading a team of PhD students working on developing machine learning algorithms for clinical applications to mitigate the challenges in medical imaging. In the future, I will be working on developing innovative deep federated learning algorithms. My goal is to develop algorithms that are capable of distilling and sharing knowledge among AI agents in a robust and privacy-preserving way.
AGYA offers me incredible opportunities for interdisciplinary research collaboration.
These collaborations can help to improve the application of AI in healthcare. The bilateral exchange, joint workshops and capacity-building seminars help me to transfer my knowledge and develop affordable AI solutions for healthcare in Arab countries and Germany.
|2022 - today||Professor of Computational Medical Imaging Research, Faculty of Medicine, University of Bonn, Germany|
|2020 - today||AI Young Investigator Group Leader, Helmholtz AI, Helmholtz Center Munich, Germany|
|2020 - today||Affiliated Research Scientist, Faculty of Informatics and TUM School of Medicine, Technical University of Munich, Germany|
|2020||Visiting Scientist, Department of Computing, Imperial College London, UK|
|2019 - 2020||Visiting Scientist, Department of Information Technology and Electrical Engineering, ETH Zurich, Switzerland|
|2017 - 2020||Senior Research Scientist and Team Lead, Chair for Computer Aided Medical Procedures (CAMP), Technical University of Munich, Germany|
|2017||Ph.D. in Computer Science, Technical University of Munich, Germany|
|2013 - 2017||Visiting Researcher, German Center for Neurodegenerative Diseases (DZNE), Germany|
|2013 - 2017||Research Scientist and Team Lead, Chair for Computer Aided Medical Procedures (CAMP), Technical University of Munich, Germany|
|2012||Research Grant for Doctoral Candidates and Young Academics and Scientists, German Academic Exchange Services (DAAD)|
|2011 - 2012||Part-time Lecturer, Electrical and Computer Engineering Department, Islamic University of Gaza, Palestine|
|2010||M.Sc. in Electrical Engineering, Islamic University of Gaza, Palestine|
- My Commitment to AGYA
- Member in Charge of the Working Group Innovation
- Task Force 'Good Research Practices' 2022
- Nomination Committee ‘New AGYA Members’ 2021
- Member of the AGYA Steering Committee since 2022
On a personal note
Must read in my discipline:
Deep Learning by Yann LeCun, Yoshua Bengio & Geoffrey Hinton