An LLM plus knowledge graph pipeline extracts HPO phenotypes from EHR notes and identifies 12 suspected undiagnosed BPAN patients among 33.6 million, with benchmark validation on three public datasets.
Towards a definition of knowledge graphs
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Structured Extraction of Real World Medical Knowledge using LLMs for Summarization and Search
An LLM plus knowledge graph pipeline extracts HPO phenotypes from EHR notes and identifies 12 suspected undiagnosed BPAN patients among 33.6 million, with benchmark validation on three public datasets.