HDR UK Site
Midlands
Project Description
Representation learning and sub-group discovery for multi-modal clinical data
Project Milestones
- Development of AI-based embedding approaches for structured and unstructured EHR data as integration technique
- Use of these approaches to represent patient information and identify similar groups in patient cohorts
- Internal and external validation of the found groups
Project Team / Collaborators
George Gkoutos, Andreas Karwath, Luke Slater, Victor Roth Cardoso, Simon Ball, Dipak Kotecha, Andrey Barsky, Theo Arvanitis
Scientific priorities
Selected work