Medical image analysis

Image processing and machine learning techniques for the analysis of medical imaging datasets.

Explainable AI

Algorithms for robust AI, including explainability and uncertainty modelling and quantification.

Computer-assisted surgery

Algorithms and systems for surgical planning, simulation and navigation.

Quantum machine learning

Quantum computing methods for image processing and machine learning, including quantum generative AI.