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Welcome to HealthChain

HealthChain💫🏥 is an open-source Python package that provides a framework for testing and validating AI/NLP applications in a healthcare context.

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  • Set up in 5 minutes

    Install healthchain with pip and get up and running in minutes

    Installation

  • Define a sandbox

    Test your models in a full health-context aware pipeline from day 1

    Quickstart

  • Use Cases

    Explore use cases available in HealthChain

    Use Cases

  • Contribute

    If you have an idea or suggestions, we'd love to hear from you!

    Community

Why HealthChain?

You've probably heard every AI will revolutionise healthcare pitch by now, but if you're one of the people who think: wait, can we go beyond just vibe-checking and actually build products that are reliable, reactive, and easy to scale in complex healthcare systems? Then HealthChain is probably for you.

Specifically, HealthChain addresses two challenges:

  1. Scaling EHR integrations of real-time AI/NLP applications is a manual and time-consuming process.

  2. Testing and evaluating unstructured data in complex, outcome focused systems is a challenging and labour-intensive task.

We believe in doing one thing, but doing it well. Building in healthcare is about people, processes, and technology, and we believe there is a need for more robust versioning, validation and testing frameworks for AI models that integrate into EHR systems.

We believe more efficient end-to-end pipeline and integration testing at an early stage in development will give you back time to focus on what actually matters: developing safer, more effective and more explainable models that scale to real-world adoption. Building products for healthcare in a process that is human-centric.