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Article

Clinical Large Language Models with Multi-Stage Instruction Tuning and Advanced Retrieval-Augmented Generation

2026-02-12

Abstract excerpt

The demand for efficient and accurate Clinical Decision Support Systems (CDSS) is growing rapidly, driven by the escalating volume of medical data. While Large Language Models (LLMs) offer significant potential, their direct application in healthcare is limited by issues like hallucinations and lack of domain-specific knowledge. Retrieval-Augmented Generation (RAG) addresses these challenges by grounding LLMs with...

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Literature Corpus work
75766899-1142-55d2-b9a0-4df33f358640
DOI
10.20944/preprints202602.0996.v1
Open publication

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Clinical Large Language Models with Multi-Stage Instruction Tuning and Advanced Retrieval-Augmented GenerationDOI 10.20944/preprints202602.0996.v1
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