Comparative analysis of the performance of the large language models DeepSeek-V3, DeepSeek-R1, open AI-O3 mini and open AI-O3 mini high in urology

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The study compares the performance of four large language models in urology: DeepSeek-V3, DeepSeek-R1, OpenAI O3 mini, and OpenAI O3 mini high.
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DeepSeek models utilize a Mixture-of-Experts architecture for nuanced responses, while OpenAI models focus on reasoning and safety alignment.
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The models aim to assist urologists in data assimilation, guideline summarization, and trainee education, but their reliability remains unproven in all areas.
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Ethical considerations in AI deployment include bias mitigation, privacy protection, explainability, and the need for human oversight in clinical decisions.
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The article evaluates the models' responses to clinical questions, highlighting both their potential benefits and the risks of inaccuracies in medical contexts.

World Journal Of Urology

by Zijun Yan, Ke-qin Fan, Qi Zhang, Xinyan Wu, Yuquan Chen, Xinyu Wu, Ting Yu, Ning Su, Yan Zou, Hao Chi, Liangjing Xia, Qiang Cao
July 7, 2025

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