A Governance Framework for Federated Learning Projects in Healthcare

Federated Learning is becoming more widely used. However, a governance framework is needed to make sure this technology is used safely. In this work, we present a governance framework for Federated Learning project and show how often we have applied the accompanying agreements. Finally, we have shown that Federated Learning is not a solution to circumvent privacy regulations, however that our governance framework provides means to implement the technology within current regulations.