Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study

Yanjun Gao, Ruizhe Li, Emma Croxford, John Caskey, Brian W. Patterson, Matthew Churpek, Timothy Miller, Dmitriy Dligach, Majid Afshar

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article numbere58670
JournalJMIR AI
Volume4
Issue number1
DOIs
StatePublished - 2025

ASJC Scopus Subject Areas

  • Health Informatics
  • Health Policy
  • Radiology Nuclear Medicine and imaging
  • Reviews and References, Medical

Keywords

  • artificial intelligence
  • diagnosis prediction
  • electronic health record
  • graph model
  • knowledge graph
  • large language model
  • machine learning
  • natural language processing

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