About us

Federated learning for Healtcare

What is Fed-BioMed?

Fed-BioMed is an open-source research and development initiative aiming at translating federated learning (FL) into real-world medical research applications.

Fed-BioMed provides:

• A demonstrated framework for deploying federated learning in hospital networks,
• Easy deployment of state-of-the art federated learning methods,
• User-friendly tools for data managment and client participation to federated learning,
• A framework-agnostic environment for easily deploying machine learning methods,
• Clear solutions compliant with data providers' privacy, and nodes governance requirements.

Fed-BioMed is an ongoing initiative, and the code is available on GitLab.

Contributors:

Fed-BioMed software has been founded by the French Computer Science Institute INRIA. Contributors are coming from public research as well as companies (involved in a public - private partnership). Coming Soon !