FL4Health is a Vector Institute toolkit for building modular, clinically-focused FL pipelines. Tailored for healthcare, it supports privacy-preserving FL, heterogeneous data settings, integrated reporting, and clear API design.

Features

  • Modular pipelines for healthcare FL scenarios
  • Handles heterogeneous clinical data distributions
  • Integration with W&B for monitoring
  • Config-driven training workflows
  • Provides sample datasets and loss functions like FLamby
  • Actively maintained with HIPAA/GLP-ready structure

Project Samples

FL4Health Screenshot 1

Project Activity

See All Activity >

Categories

Federated Learning Frameworks

License

Apache License V2.0

Follow FL4Health

FL4Health Web Site

Other Useful Business Software
MongoDB Atlas runs apps anywhere Icon
MongoDB Atlas runs apps anywhere

Deploy in 115+ regions with the modern database for every enterprise.

MongoDB Atlas gives you the freedom to build and run modern applications anywhere—across AWS, Azure, and Google Cloud. With global availability in over 115 regions, Atlas lets you deploy close to your users, meet compliance needs, and scale with confidence across any geography.
Start Free
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of FL4Health!

Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Federated Learning Frameworks

Registered

2025-07-15
Report inappropriate content