Data Curation Tool

A data curation tool for health datasets that helps researchers and data stewards structure, validate, and publish metadata to improve FAIRness and interoperability.

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About This Tool

The tool provides a health-focused data curation workflow that helps data custodians describe datasets in a consistent, machine-readable way. It guides alignment of metadata with DCAT-AP and schema.org, and outputs catalog-ready records that can be ingested by governance portals or repositories. By emphasizing health data context, it supports interoperability across researchers, hospitals, and biobanks while preserving provenance and licensing details.
Conceptually, the system validates required fields, normalizes identifiers and versions, captures data provenance, and computes a lightweight FAIR score to indicate Findability, Accessibility, Interoperability, and Reusability. It accepts both human-entered metadata and structured inputs for schema definitions, enabling automated quality checks without modifying the underlying data.
Beneficiaries include researchers, clinical data managers, data stewards in consortia, and library staff who need transparent metadata, audit trails, and easy discovery. The tool's unique value lies in health-data-specific standards support, gap analysis, and straightforward export formats that integrate with existing catalogs and governance workflows.
Core features include metadata schema validation, identifier normalization, provenance capture, license and access validation, and export to JSON-LD or CSV. Advanced configurations offer ontology alignment, PHI/PII risk indicators, and versioned lineage. Use cases span data releases, shared research datasets, and governance reviews.

How to Use

Provide inputs with dataset title, description, and provenance details.
Map metadata to standards (DCAT-AP, schema.org) and validate required fields.
Run the curation process to compute the FAIR score and generate catalog-ready metadata.
Review outputs for completeness and consistency, then address any flagged gaps.
Export metadata to JSON-LD or CSV and publish to the data catalog.

How to use data curation tool fair4health

Frequently Asked Questions

Find Quick Answers

What problem does this tool solve?
It helps data custodians describe health datasets consistently, improve discoverability, and ensure interoperability by generating standards-aligned, auditable metadata and FAIR-ready records for catalog integration.
Which standards are supported?
The tool supports DCAT-AP and schema.org mappings, ISO 8601 dates, and health data-specific considerations such as provenance and licensing with attention to PHI/PII guidance.
Can outputs be machine-readable?
Yes. Outputs include JSON-LD and CSV representations suitable for ingestion into data catalogs and governance workflows, with options for RDF exports as needed.
Does it perform de-identification?
The tool detects potential PHI/PII indicators and provides guidance, but it does not perform de-identification. It supports planning and documentation for compliant sharing.

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