The paper presents H2, a semantic data lake system in which an LLM assigns operation-oriented tags to medical dataset metadata, evaluated on Kaggle metadata with a simulated human-in-the-loop review.
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H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System
The paper presents H2, a semantic data lake system in which an LLM assigns operation-oriented tags to medical dataset metadata, evaluated on Kaggle metadata with a simulated human-in-the-loop review.