Prof. Dr. Marco Düring

Research Area

Development of neuroimaging markers for use in clinical trials, with a focus on neuroinflammatory, neurodegenerative and cerebrovascular diseases.

Ongoing Projects:

• Validation of (quantitative) MRI markers for use in clinical trials
  • Deep learning-based image segmentation
  • Advanced diffusion MRI metrics
  • Quantitative susceptibility imaging
  • Relaxometry
• Development of neuroimaging standards (e.g, STRIVE initiative)
• Participation in international consortia to improve clinical trial methodology (e.g., HARNESS & FINESSE initiatives)
• Federated learning in medical imaging