Cell Reports Medicine· Yilong Luo, Meng Wang, Tian Lin, Aidi Lin, Yifan Chen, Guiqin He, Zhuanling Lin, Li Jia Chen, Jason C. Yam, Ching-Yu Cheng, Chi Pui Pang, Clement C. Tham, Huazhu Fu, Haoyu Chen·· 2 天前
超越过度自信：将不确定性感知AI模型整合进医疗工作流程的临床路线图
Moving beyond overconfidence: A clinical roadmap for integrating uncertainty-aware AI models into medical workflows
AI 导读
综述提出将医学AI的不确定性量化转化为临床行动的路线图，强调需针对临床相关误差验证不确定性。
摘要
Luo et al. review uncertainty quantification in medical AI from a clinical perspective and propose a practical roadmap for translating uncertainty estimates into meaningful action. They highlight the need to validate uncertainty against clinically relevant errors and embed its use within real-world workflows and governance.
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来源：Cell Reports Medicine · cell.com