Projects

Data science pipelines
Challenges and opportunities presented by automated and AI-assisted machine learning pipelines.
Data science pipelines
Machine learning in medicine
Applications of modern machine learning methods to challenges in medicine and healthcare.
Machine learning in medicine
Reinforcement learning for healthcare
AI methods to optimize sequential decisions for long-term outcomes, with applications to reducing healthcare burdens on patients, researchers and clinicians.
Reinforcement learning for healthcare
Responsible AI
Responsible AI is the practice of developing and deploying artificial intelligence systems that adhere to principles such as ethics, fairness, reproducibility and data privacy.
Responsible AI
Event data modelling
Survival/time-to-event analysis is an important field of statistics concerned with understanding the distribution of events over time.
Event data modelling
Other topic areas
Miscellaneous self-contained projects that do not necessarily belong to one of our main research streams.
Other topic areas