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Updated: Sep 15, 2025

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临床医生更喜欢哪些解释? 对XAI可理解性和可操作性的比较评估,用于预测住院治疗的需要

Laura Bergomi1, Giovanna Nicora2, Marta Anna Orlowska2

  • 1Department of Electrical, Computer and Biomedical Engineering, Via Ferrata 5, Pavia, 27100, Italy. laura.bergomi01@universitadipavia.it.

BMC medical informatics and decision making
|July 16, 2025
PubMed
概括

临床医生更喜欢像SHAP这样的可解释AI (XAI) 方法,用于COVID-19住院预测,发现它们是可以理解和可操作的. 然而,专业知识影响了人工智能工具的感知,突出显示了对量身定制的临床决策支持系统的需求.

关键词:
临床决策的过程人类-人工智能合作可以解释性 解释性问卷调查问卷 问卷调查问卷这是一个"大声思考"协议.用户研究用户研究

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