My research interest in federated learning of AI models such as neural networks for healthcare applications.
Project Information
Driver Programme: Federated Analytics
Project Title: Design of Federated Learning Systems for Secure Data Environments: A UK Healthcare Case Study
Summary:
The research is investigating how to apply federated learning to train AI models using data from distributed data centres across different geographical location while complying with the NHS and European data privacy and security regulations.
What is the motivation for this project?
The motivation is to contribute in improving the efficiency of NHS clinicians and researchers by enabling them to use AI with high-quality data.
