FL4Health

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

Project Activity

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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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FL4Health

Library to facilitate federated learning research

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Features

Project Samples

Project Activity

Categories

License

Follow FL4Health

User Reviews

Additional Project Details

Operating Systems

Programming Language

Related Categories

Registered