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Large Language Models Struggle to Encode Medical Concepts - A Multilingual Benchmarking and Comparative Analysis
2025-01-15
health informatics
Title + abstract only
View on medRxiv
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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 in large language models (LLMs), this study explores their potential role as biomed...
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