在骨和软组织瘤临床实践中对DeepSeek和ChatGPT进行比较研究
Baicheng Yang1, Zhangfu Li1, Xinxin Zhang1
1Department of Orthopedics, Cancer Hospital Chinese Academy of Medical Sciences, Beijing, China.
Frontiers in oncology
|January 26, 2026
概括
与ChatGPT相比,DeepSeek AI对骨和软组织瘤的诊断准确度和临床推理更高. 它在病理学和治疗方面的先进能力为瘤学提供了更可靠的AI诊断辅助.
科学领域:
- 在瘤学瘤学.
- 人工智能的人工智能
- 医学诊断 医学诊断 医学诊断
背景情况:
- 人工智能 (AI) 模型越来越多地用于临床瘤学.
- 人工智能在骨和软组织瘤等专业领域的比较实用性尚未得到研究.
- 这项研究评估了DeepSeek和ChatGPT的诊断准确性和瘤学中的临床推理.
研究的目的:
- 为了比较DeepSeek和ChatGPT在瘤学中的诊断准确度.
- 评估DeepSeek和ChatGPT的临床推理能力.
- 评估AI模型在骨和软组织瘤等专业领域的性能.
主要方法:
- 使用了两阶段的评估框架.
- 在五个领域进行了249个验证的临床问题.
- 九位临床医生对复杂的肉瘤病例的AI生成分析进行了评分.
主要成果:
- 在整体准确度方面,DeepSeek的表现优于ChatGPT (74.7%对比55.4%,p < 0.001).
- 在单选题,病理学,遗传学和治疗领域,DeepSeek表现出色.
- 专家们在图像解释和整体案例分析方面评价DeepSeek更高.
结论:
- 与ChatGPT相比,DeepSeek对骨/软组织瘤的诊断准确度和临床推理更高.
- 在病理学和治疗领域,DeepSeek的表现明显更好.
- 由于共享的错误,建议使用混合AI-临床医生工作流.
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