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Research Methodology - AI (57) Electronic Health Records (1442) Generative Language Models Including ChatGPT (913) AI Language Models in Health Care (305)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/88356, first published .
Doctor reviews patient risk assessment on computer monitor in hospital room

Knowledge-Augmented Large Language Model for Multimodal Electronic Health Record–Based Risk Prediction: Development and Validation Study

Knowledge-Augmented Large Language Model for Multimodal Electronic Health Record–Based Risk Prediction: Development and Validation Study

Authors of this article:

Rituparna Datta1 Author Orcid Image ;   Jiaming Cui2 Author Orcid Image ;   Zihan Guan1 Author Orcid Image ;   Vishal Reddy3 Author Orcid Image ;   Joshua Eby4 Author Orcid Image ;   Gregory R Madden4 Author Orcid Image ;   Rupesh Silwal1 Author Orcid Image ;   Anil Vullikanti1 Author Orcid Image
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Rituparna Datta   1 , ME ;   Jiaming Cui   2 , PhD, Prof Dr ;   Zihan Guan   1 , MSc ;   Vishal Reddy   3 , MD ;   Joshua Eby   4 , MD ;   Gregory R Madden   4 , MD ;   Rupesh Silwal   1 , PhD ;   Anil Vullikanti   1 , PhD, Prof Dr

1 University of Virginia, Charlottesville, VA, United States

2 Virginia Tech, Blacksburg, VA, United States

3 School of Medicine, University of Virginia, Charlottesville, VA, United States

4 Department of Medicine, University of Virginia, Charlottesville, VA, United States

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