fl4health

We have hosted the application fl4health in order to run this application in our online workstations with Wine or directly.

Quick description about 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

Programming Language: Python.
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