From Policy to Practice: Federated AI and the Future of the European Health Data Space
The European Commission has begun the implementation phase of the European Health Data Space (EHDS), shifting the focus from regulation to execution.
The challenge is clear: healthcare data is distributed across hospitals, regions, and countries, while privacy requirements limit its movement.
The solution is increasingly becoming Federated AI.
Instead of moving sensitive patient data, federated approaches allow algorithms to learn across institutions while data remains securely at its source.
- Data stays local
- Collaboration happens across borders
- AI learns from distributed datasets
- Better insights drive better healthcare
Projects like Better AI Health and Unified Network for International Cancer Advancement (UNICA) are helping turn this vision into reality, demonstrating how federated analytics can support a more connected, secure, and patient-centric European healthcare ecosystem.
