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fair-ca-visualization

Computational models are essential tools for studying complex systems which, particularly in clinical settings, need to be quality-approved and transparent. A community-driven approach to enhance the transparency and communication of model features is adherence to the principles of Findability, Accessibility, Interoperability and Reusability (FAIR). We propose here an adaptation of the FAIR indicators published by the Research Data Alliance to assess the FAIRness of models encoded in domain-specific standards, such as those established by COMBINE.

The FAIR COMBINE Archive Indicators project is available from https://github.com/FAIR-CA-indicators/FAIR-CA-indicators.github.io.

The visualization tool is available from: https://faircombine.streamlit.app/

./docs/fair-ca-example.png

How to cite

DOI

Local installation

The app has been implemented as a streamlit application and can be run locally.

Clone the repository

git clone https://github.com/matthiaskoenig/fair-ca-visualization.git
cd fair-ca-visualization

Setup environment

uv sync

Run the application

uv run streamlit run src/fairvis/app.py

or use the shortcut

./run_app.sh

Development

Setup pre-commit

uv pip install pre-commit
uv run pre-commit install
uv run pre-commit run

License

Funding

Matthias König (MK) was supported by the Federal Ministry of Education and Research (BMBF, Germany) within the research network Systems Medicine of the Liver (LiSyM, grant number 031L0054). MK is supported by the Federal Ministry of Education and Research (BMBF, Germany) within ATLAS by grant number 031L0304B and by the German Research Foundation (DFG) within the Research Unit Program FOR 5151 QuaLiPerF (Quantifying Liver Perfusion-Function Relationship in Complex Resection - A Systems Medicine Approach) by grant number 436883643 and by grant number 465194077 (Priority Programme SPP 2311, Subproject SimLivA).

© 2024 - 2026 Matthias König

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Visualization of FAIR COMINE indicators

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