This paper is in the following e-collection/theme issue:

Applications of AI (165) Research Methodology - AI (17) Generative Language Models Including ChatGPT (467) Electronic Health Records (1159) Decision Support for Health Professionals (1325)

Published on in Vol 4 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/58670, first published .
Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study

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

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

Authors of this article:

Yanjun Gao1, 2 Author Orcid Image ;   Ruizhe Li3 Author Orcid Image ;   Emma Croxford2 Author Orcid Image ;   John Caskey2 Author Orcid Image ;   Brian W Patterson2 Author Orcid Image ;   Matthew Churpek2 Author Orcid Image ;   Timothy Miller4 Author Orcid Image ;   Dmitriy Dligach5 Author Orcid Image ;   Majid Afshar2 Author Orcid Image
Article Authors Cited by (3) Tweetations (12) Metrics
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yanjungao yanjungao @Serena_pancakes

Wondering how KG+LLM can enhance medical diagnosis????? Meet ????Dr.Knows????, Diagnostic Reasoning Knowledge Graphs, selecting the most relevant knowledge paths and edging us closer to the realization of AI diagnostic decision support. https://t.co/iM9vlXwMfZ https://t.co/k8O1LolGJp

3:31 PM · Aug 29, 2023

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Majid Afshar Majid Afshar @Majeans2011

RT @Serena_pancakes: Wondering how KG+LLM can enhance medical diagnosis????? Meet ????Dr.Knows????, Diagnostic Reasoning Knowledge Graphs, selecti…

6:55 PM · Aug 29, 2023

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Majid Afshar Majid Afshar @Majeans2011

Let’s see how to leverage medical knowledge graphs for better promoting into large language models…@UW_ICU_DataSci @UWInformatics @NLM_NIH @NIDAnews https://t.co/MNAzdrrpEn

6:57 PM · Aug 29, 2023

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Harold Pollack Harold Pollack @haroldpollack

RT @Majeans2011: Let’s see how to leverage medical knowledge graphs for better promoting into large language models…@UW_ICU_DataSci @UWInfo…

7:12 PM · Aug 29, 2023

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Ruizhe Li Ruizhe Li @liruizhe94

We provide an explainable diagnostic path to trace disease and generate the diagnosis summarization combining KG and LLM to support Physicians. https://t.co/S3W8pSTHWQ

11:03 PM · Aug 29, 2023

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Aryo Pradipta Gema (Seeking Internship 2025) Aryo Pradipta Gema (Seeking Internship 2025) @aryopg

RT @Serena_pancakes: Wondering how KG+LLM can enhance medical diagnosis????? Meet ????Dr.Knows????, Diagnostic Reasoning Knowledge Graphs, selecti…

11:19 PM · Aug 29, 2023

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ml-sanity bot ml-sanity bot @arxivsanitybot

https://t.co/zP0f3A8VXs This paper proposes combining Large Language Models with a medical knowledge graph to improve the accuracy of automated diagnosis generation in Electronic Health Records and offer an explainable diagnostic pathway for healthcare providers. https://t.co/pVW5RxbJWb

1:58 AM · Aug 30, 2023

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JusticeForPalestine JusticeForPalestine @Palestine4888

RT @Serena_pancakes: Wondering how KG+LLM can enhance medical diagnosis????? Meet ????Dr.Knows????, Diagnostic Reasoning Knowledge Graphs, selecti…

2:54 AM · Aug 30, 2023

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JusticeForPalestine JusticeForPalestine @Palestine4888

RT @liruizhe94: We provide an explainable diagnostic path to trace disease and generate the diagnosis summarization combining KG and LLM to…

1:37 PM · Aug 30, 2023

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Ruizhe Li Ruizhe Li @liruizhe94

@TodosInvestor https://t.co/YIl4ivvr8P

6:27 AM · Aug 31, 2023

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JusticeForPalestine JusticeForPalestine @Palestine4888

RT @liruizhe94: @TodosInvestor https://t.co/YIl4ivvr8P

10:14 AM · Aug 31, 2023

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Mark Mark @mkovarski

RT @Serena_pancakes: Wondering how KG+LLM can enhance medical diagnosis????? Meet ????Dr.Knows????, Diagnostic Reasoning Knowledge Graphs, selecti…

2:16 AM · Sep 06, 2023

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