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
$300 Free Credits to Build on Google Cloud Icon
$300 Free Credits to Build on Google Cloud

New customers can spin up VMs, build with AI, and query data at no cost.

Put your $300 in credit toward real workloads, then keep building with free monthly usage for 20+ products. No commitment and no charge until you upgrade.
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