Artificial Intelligence in Medical Imaging

Research group leader

Staff

  • Alain Jungo, Msc
  • Fabian Balsiger, Msc
  • Yannick Suter, Msc
  • Michael Müller, Msc
  • Elias Rüfenacht, Msc
  • You Suhang, Msc
  • Waldo Valenzuela, PhD
  • John Anderson, PhD

Research focuses

  • Advanced imaging quantification approaches for medical imaging
  • Data-driven precision medicine
  • Scalable, Sustainable, and Safe AI in Medical Imaging

Methods

  • Multimodal image segmentation
  • Statistical models of shape and appearance
  • Radiomics
  • Scalable machine learning
  • Super-resolution-imaging techniques
  • Fast and robust human-machine interfacing

Short description

The research group develops advanced medical image analysis technologies, and related translational biomedical engineering technologies, to quantify, diagnose, and follow-up disorders from medical image information as well as related multi-omics data sources. Special focus is given to the development of scalable, sustainable and safe AI for medical imaging applications.

 

Double affiliation:

Head Data Science Team, Insel Data Science Center,  Inselspital Bern

Artificial Intelligence in Medical Imaging Lab, ARTORG Center for Biomedical Engineering Research, Univ. Bern