Dr.-Ing. A. Ranem (Amin)

I completed my PhD in March 2025 at the Technical University of Darmstadt under the supervision of Anirban Mukhopadhyay (PhD) with a thesis entitled Beyond end-to-end – Exploring Extremes in Medical Continual Learning.

Since November 2025 I ama  postdoctoral researcher in the Mathematics of Imaging & AI (MIA), where I work on AI-driven solutions for Endovascular Aneurysm Repair (AI4EVAR). My research focuses on developing and applying machine learning algorithms to optimize treatment, patient information and follow-up of abdominal aneurysms.

Expertise

• Computer Science

  • Image Segmentation
  • Regularization
  • Feature Map
  • Segmentation Model

• Social Sciences

  • Continual Learning
  • Domain Generalization
  • Hippocampus
  • U-Net

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Address

University of Twente

Zilverling (building no. 11), room 2067
Hallenweg 19
7522 NH Enschede
Netherlands

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