Research

Research

Algorithmic Interests

  • Machine and deep learning
  • Image segmentation
  • Big data, domain adaptation
  • Probabilistic modeling, Bayesian non-parametrics
  • Shape analysis and differential geometry
  • Longitudinal analysis
  • Spectral methods

Clinical Interests

  • Autism
  • Alzheimer’s disease
  • Dyslexia
  • Diabetes
  • Traumatic Brain Injury
  • Radiomics
  • Epidemiologic imaging

Funding

Our research is supported by the Bavarian State Ministry of Education, Science and the Arts in the framework of the Centre Digitisation.Bavaria (ZD.B) and SAP SE.