An ontology-retrieval plus LLM-adjudication pipeline maps EHR outcomes to MONDO/HPO codes with 78% to 92% agreement against a human expert reviewer.
JMIR Medical Education10, e51391 (2024)
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Ontology- and LLM-based Data Harmonization for Federated Learning in Healthcare
An ontology-retrieval plus LLM-adjudication pipeline maps EHR outcomes to MONDO/HPO codes with 78% to 92% agreement against a human expert reviewer.