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

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Categories

Federated Learning Frameworks

License

Apache License V2.0

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Federated Learning Frameworks

Registered

2025-07-15
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