#medical-coding News & Analysis

2 articles tagged with #medical-coding. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AIBullisharXiv – CS AI · May 287/10

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RAG-Coding: Enhancing LLM Medical Coding with Structured External Knowledge

Researchers introduce RAG-Coding, an AI system using multiple LLM agents enhanced with retrieval-augmented generation to automate ICD-10-CM medical coding. The method outperforms baseline LLM approaches by 8-13% in accuracy and maintains clinical compliance by grounding decisions in official coding guidelines, while a newly released updated dataset enables evaluation against 2025 standards.

AINeutralarXiv – CS AI · Jun 16/10

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Generalistic or Specific Embeddings, Which is Better? An Empirical Study on Search for Clinical Coding in Non-English Languages

Researchers demonstrate that fine-tuning Spanish biomedical embeddings with synthetic data generated by large language models significantly improves clinical code retrieval across multiple European languages. The two-stage retrieval system outperforms existing benchmarks like BioBERT-ST, particularly for non-English languages, addressing a critical gap in multilingual medical AI applications.

🧠 Gemini