Large language models for accurate disease detection in electronic health records: the examples of crystal arthropathies

Objectives We propose and test a framework to detect disease diagnosis using a recent large language model (LLM), Meta’s Llama-3-8B, on French-language electronic health record (EHR) documents. Specifically, it focuses on detecting gout (‘goutte’ in French), a ubiquitous French term that has multipl...

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Bibliographic Details
Main Authors: Kim Lauper, Denis Mongin, Nils Bürgisser, Samia Mehouachi, Clement P. Buclin, Delphine S. Courvoisier, Etienne Chalot
Format: Article
Language:English
Published: BMJ Publishing Group 2024-12-01
Series:RMD Open
Online Access:https://rmdopen.bmj.com/content/10/4/e005003.full
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