Medical reasoning in LLMs: an in-depth analysis of DeepSeek R1

IntroductionThe integration of large language models (LLMs) into healthcare holds immense promise, but also raises critical challenges, particularly regarding the interpretability and reliability of their reasoning processes. While models like DeepSeek R1-which incorporates explicit reasoning steps-...

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Bibliographic Details
Main Authors: Birger Moëll, Fredrik Sand Aronsson, Sanian Akbar
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Artificial Intelligence
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Online Access:https://www.frontiersin.org/articles/10.3389/frai.2025.1616145/full
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