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Yashpal Ramakrishnaiah

Monash University

23 Innovation Walk

Wellington Road

Clayton, Victoria 3800

Australia

RMIT University

  • Monash University

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An accessible pipeline for LLM-driven medical concept mapping, automated OMOP and FHIR conversion

Number of pages: 13 Posted: 30 Sep 2025 Last Revised: 14 Oct 2025
Samuel Mainwood, Yashpal Ramakrishnaiah, Karan Pradhan, Sefa Soylu, Philip Phan, Michael Reece, Wenlao Peng, Tu Phuong, Vishal Kodagali, Marielle Lopez, Merve Soylu, Raaghav Rana, Anton Y. Peleg, Golnoush Abaei and Sonika Tyagi
RMIT University, Monash University, RMIT University, RMIT University, RMIT University, RMIT University, RMIT University, RMIT University, RMIT University, RMIT University, RMIT University, RMIT University, Monash University - Department of Infectious Diseases, RMIT University and Royal Melbourne Institute of Technology (RMIT University)
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Digital Health, Electronic Health Records, Machine learning, OMOP, FHIR