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Updated: Jan 24, 2026

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临床医生对重症监护中可解释AI的偏好:对可解释模型和可视化用于输管决策支持的可比研究

Tiantian Xian1, Nikolay Mehandjiev2, Panos Constantinides1

  • 1Alliance Manchester Business School, University of Manchester, Manchester, UK.

International journal of medical informatics
|January 22, 2026
PubMed
概括

以临床医生为中心的视觉解释提高了对人工智能的信任,用于输管预测. 一个双编码的SHAP热图最好与临床工作流程保持一致,增强在重症监护病房的AI采用.

关键词:
临床决策支持 临床决策支持可解释的人工智能重症监护病房的重症监护病房是重症监护病房.输入管道预测预测视觉分析 视觉分析

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