4.7 Article

CORAL: A framework for rigorous self-validated data modeling and integrative, reproducible data analysis

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Article Biology

CORAL: A framework for rigorous self-validated data modeling and integrative, reproducible data analysis

Pavel S. Novichkov et al.

Summary: In this article, a platform called CORAL is introduced, which greatly facilitates adherence to the FAIR principles. CORAL achieves interoperability and reusability of heterogeneous datasets by requiring data generators to extensively document the context for all data and maintaining that context throughout the entire analysis pipeline. Additionally, CORAL provides web and Jupyter notebook interfaces for data uploading, exploration, and analysis.

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