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

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dc.contributor.authorGao, Yanjun
dc.contributor.authorLi, Ruizhe
dc.contributor.authorCroxford, Emma
dc.contributor.authorCaskey, John
dc.contributor.authorPatterson, Brian W
dc.contributor.authorChurpek, Matthew
dc.contributor.authorMiller, Timothy
dc.contributor.authorDligach, Dmitriy
dc.contributor.authorAfshar, Majid
dc.contributor.institutionUniversity of Aberdeen.Computing Scienceen
dc.contributor.institutionUniversity of Aberdeen.Computational Linguistics at Aberdeenen
dc.date.accessioned2025-08-12T13:18:01Z
dc.date.available2025-08-12T13:18:01Z
dc.date.issued2025-02-24
dc.description.statusPeer revieweden
dc.format.extent17
dc.format.extent1249286
dc.identifier307796829
dc.identifierd5a4ecba-a53b-4b04-9353-4eea45f54777
dc.identifier85219233420
dc.identifier.citationGao, 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/10.2196/58670en
dc.identifier.doi10.2196/58670
dc.identifier.issn2817-1705
dc.identifier.otherRIS: urn:410229B219073AC70C49AF741209C0E6
dc.identifier.otherRIS: info:doi/10.2196/58670
dc.identifier.otherORCID: /0000-0003-2512-845X/work/190041167
dc.identifier.urihttps://hdl.handle.net/2164/25838
dc.language.isoeng
dc.relation.ispartofJMIR AIen
dc.subjectSDG 3 - Good Health and Well-beingen
dc.subjectknowledge graphen
dc.subjectnatural language processingen
dc.subjectmachine learningen
dc.subjectelectronic health recorden
dc.subjectlarge language modelen
dc.subjectdiagnosis predictionen
dc.subjectgraph modelen
dc.subjectartificial intelligenceen
dc.subjectQA75 Electronic computers. Computer scienceen
dc.subjectR Medicine (General)en
dc.subjectSupplementary Dataen
dc.subjectDASen
dc.subject.lccQA75en
dc.subject.lccR1en
dc.titleLeveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction : Design and Application Studyen
dc.typeJournal articleen

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