Website for the COCHE project at the University of Oxford

Cerebro-cardiovascular Health Engineering

Overview of Research Themes

Human-AI Collaboration

The overarching goal of this project is to investigate AI-driven human–machine collaboration, specifically focusing on systems that can determine when and how to appropriately defer to either the human expert or the machine. This work also extends to the design of collaborative frameworks for shared human–machine tasks.

Federated Learning

A second scientific aim is motivated by a practical challenge in data-hungry healthcare learning-based research which is that data governance rules can prevent sharing of data between research sites. A technique called federated learning has recently been proposed to model real-world problems from de-centralised heterogenous data.