Article

Large Language Models Struggle to Encode Medical Concepts — A Multilingual Benchmarking and Comparative Analysis

2025-01-15

Abstract excerpt

Interoperability in health information systems is crucial for accurate data exchange across environments such as electronic health records, clinical notes, and medical research. The main challenge arises from the wide variation in biomedical concepts, their representation across different systems and languages, and the limited context, complicating data integration and standardization. Inspired by recent advances...

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Literature Corpus work: 5f325286-57ae-5295-9a33-acfc54b1e76e
DOI: 10.1101/2025.01.15.25320579

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