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

Gao, YanjunLi, RuizheCroxford, EmmaCaskey, JohnPatterson, Brian WChurpek, MatthewMiller, TimothyDligach, DmitriyAfshar, Majid2025-08-122025-08-122025-02-24Gao, Y, Li, R, Croxford, E, Caskey, J, Patterson, B W, Churpek, M, Miller, T, Dligach, D & Afshar, M 2025, 'Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction : Design and Application Study', JMIR AI, vol. 4, e58670. https://doi.org/10.2196/586702817-1705RIS: urn:410229B219073AC70C49AF741209C0E6RIS: info:doi/10.2196/58670ORCID: /0000-0003-2512-845X/work/190041167https://hdl.handle.net/2164/25838171249286engSDG 3 - Good Health and Well-beingknowledge graphnatural language processingmachine learningelectronic health recordlarge language modeldiagnosis predictiongraph modelartificial intelligenceQA75 Electronic computers. Computer scienceR Medicine (General)Supplementary DataDASQA75R1Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction : Design and Application StudyJournal article10.2196/58670