EIBIR Session

EIBIR 6 - Stop reinventing the wheel: European insights for sharing medical images for AI research

March 3, 16:30 - 17:30 CET

10 min
Chairperson's introduction: The data exists. The science is ready. So why can't we share?
12 min
From EHDS to Apply AI: Europe's policy push for medical imaging data sharing
  1. To understand the European Commission's strategic vision for health data sharing and its relevance to medical imaging research.
  2. To learn how the European Health Data Space and Apply AI initiatives create new obligations and opportunities for data providers and researchers.
  3. To appreciate the regulatory framework underpinning cross-border data sharing and what compliance looks like in practice.
12 min
Data sharing best practices for medical AI research
  1. To learn the key practical and governance challenges institutions face when sharing medical imaging data for AI development.
  2. To understand the best practice guidelines emerging from EU-funded flagship activities, like EUCAIM, for responsible and reproducible data sharing.
  3. To appreciate how standardised approaches reduce duplication of effort across the European research community.
12 min
Beyond federated: how swarm learning is redefining what data sharing means
  1. To understand the principles of swarm learning used by the ODELIA project and how it differs from conventional federated approaches.
  2. To learn how privacy-preserving distributed training can sidestep many of the regulatory and institutional barriers to data sharing.
  3. To appreciate the real-world results achieved through swarm learning on medical imaging data across European institutions.
14 min
Panel discussion: What's still stopping you?