AI RESEARCH
Automated Standardization of Legacy Biomedical Metadata Using an Ontology-Constrained LLM Agent
arXiv CS.AI
•
ArXi:2604.08552v1 Announce Type: cross Scientific metadata are often incomplete and noncompliant with community standards, limiting dataset findability, interoperability, and reuse. When reporting guidelines exist, they typically lack machine-actionable representations. Producing FAIR datasets requires encoding metadata standards as machine-actionable templates with rich field specifications and precise value constraints.