El-Zein
PhD Student
M.Sc. Benjamin El-Zein
Education:
- Since 2025: External Researcher/PhD student
at the AI Lab, Otto-von-Guericke-University Magdeburg from Siemens Healthineers - 2021-2024: Master of Science “Medical Engineering – Medical Image and Data Processing”
Pattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg - 2018-2021: Bachelor of Engineering “Electrical Engineering – Medical Engineering”
Cooperative State University Baden-Wuerttemberg
Main Research Focus:
- Advanced Data Generation in Deep Learning
- Physics-driven Simulation in X-Ray Imaging
- Known-Operator Learning for Medical Image Segmentation
Selected Publications:
- A Realistic Collimated X-Ray Image Simulation Pipeline
Benjamin El-Zein; Dominik Eckert; Thomas Weber; Maximilian Rohleder; Ludwig Ritschl; Steffen Kappler; Andreas Maier
In: International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI). pp. 137-145. Springer (2023)
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