Knowledge Representation for Clinical Decision Support

This theme will focus on the translation of data into actionable knowledge, through research into explainable reasoning techniques, common data models, agent-based simulations of knowledge processing environments, data visualisation techniques and frameworks for publishing machine learning algorithms and auditable models into learning health systems.

The concept of trust in decision support will also be explored, as prioritised by our partners (Imosphere, NHS Digital), and the use of sensor technologies in smart homes to improve independent living.