MediSwarm
MediSwarm is an open-source project for advancing medical deep learning using swarm intelligence and NVFlare. Developed by the Odelia consortium, it ensures data privacy through federated learning, enabling collaborative, decentralized model training across institutions for improved medical research and applications.
Install / Use
/learn @KatherLab/MediSwarmREADME
MediSwarm
An open-source platform advancing medical AI via privacy-preserving swarm learning, based on NVFlare and developed with the ODELIA consortium.
Quick Start for Your Role
Choose your role and follow the instructions:
- Swarm Participant (Medical Site / Data Scientist)
- Developer (Docker, Code, Pipeline)
- Swarm Operator (Provisioning, VPN, Server)
Overview
MediSwarm enables:
- Privacy-preserving training of deep learning models on distributed medical datasets
- Decentralized collaboration between institutions
- Dockerized, reproducible experiments built on NVFlare
License
MIT — see LICENSE.
Maintainers
Contributing
Contributions welcome! Open an issue or submit a PR.
Credits
Built on:
