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❤️ Welcome to the DataTools4Heart (DT4H) Organization ‼️

This organization hosts the source code and documentation for all components that power the DataTools4Heart (DT4H) platform — a federated, privacy-preserving cardiology data toolbox developed to enhance health data reusability. Our platform enables secure, decentralized analysis of cardiology data while strictly adhering to ethical, legal, and data protection standards.

Licensing

All components are open-source and governed by specific licenses. Please refer to each repository for detailed licensing information.

Core Components

Below are the core components driving the DT4H platform. They primarily fall under two categories:

  • Federated platform components for privacy-preserving data management and analytics (repositories list).

  • Data Toolbox components, offering tools and pipelines for data ingestion, harmonization and federated learning (repositories list).

Note: The consortium is actively developing these repositories. Each component may be at a different stage of maturity, so please refer to the documentation carefully before use.

Acknowledgements

This research is supported by the DataTools4Heart project, funded by the European Union’s Horizon Europe Framework Programme under Grant Agreement No. 101057849.

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  1. common-data-model common-data-model Public

    Keeps the FHIR profiles composing the DT4H common data model

    Shell

  2. data-ingestion-suite data-ingestion-suite Public

    This repository includes the mapping definitions to convert hospital specific patient data into the DT4H CDM.

    Scala

Repositories

Showing 10 of 15 repositories
  • flcore Public

    Python library of federating learning models

    DataTools4Heart/flcore’s past year of commit activity
    Python 0 0 0 1 Updated Oct 15, 2024
  • DataTools4Heart/feature-extraction-suite’s past year of commit activity
    Shell 0 0 0 0 Updated Oct 11, 2024
  • data-ingestion-suite Public

    This repository includes the mapping definitions to convert hospital specific patient data into the DT4H CDM.

    DataTools4Heart/data-ingestion-suite’s past year of commit activity
    Scala 0 0 1 1 Updated Oct 9, 2024
  • FEM-orchestrator Public

    Federated Execution Manager (FEM). The orchestrator

    DataTools4Heart/FEM-orchestrator’s past year of commit activity
    0 0 0 0 Updated Oct 9, 2024
  • FEM-client Public

    Federated Execution Manager (FEM). The client

    DataTools4Heart/FEM-client’s past year of commit activity
    0 0 0 0 Updated Oct 9, 2024
  • .github Public

    Community profile

    DataTools4Heart/.github’s past year of commit activity
    0 0 0 0 Updated Oct 3, 2024
  • common-data-model Public

    Keeps the FHIR profiles composing the DT4H common data model

    DataTools4Heart/common-data-model’s past year of commit activity
    Shell 0 Apache-2.0 0 0 0 Updated Oct 3, 2024
  • DataTools4Heart/obiba-data-catalogue’s past year of commit activity
    0 0 0 0 Updated Oct 2, 2024
  • DataTools4Heart/AI-Dashboard-FEM-runner’s past year of commit activity
    0 0 0 0 Updated Oct 2, 2024
  • AI-dashboard-frontend-demo Public

    AI Dashboard. DT4H customized front-end

    DataTools4Heart/AI-dashboard-frontend-demo’s past year of commit activity
    JavaScript 0 Apache-2.0 0 0 0 Updated Oct 2, 2024

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