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