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Updated: Jan 20, 2026

Using Visual and Narrative Methods to Achieve Fair Process in Clinical Care
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Using Visual and Narrative Methods to Achieve Fair Process in Clinical Care

Published on: February 16, 2011

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评估人工智能模型与医疗保健专业人员之间的沟通差距:对人工智能驱动的临床决策的可解释性,实用性和信任

Oskar Wysocki1,2, Jessica Katharine Davies3, Markel Vigo1

  • 1Department of Computer Science, The University of Manchester, United Kingdom of Great Britain and Northern Ireland.

Artificial intelligence
|January 19, 2026
PubMed
概括

在临床决策支持中,可解释的机器学习 (ML) 模型显示出混合的结果. 在减少自动化偏差和帮助经验较少的专业人员的同时,它们也可以增加医疗保健专业人员 (HCP) 的过度依赖和确认偏差.

关键词:
自动化偏差是一种自动化偏差.临床决策支持 临床决策支持确认偏差是一种确认偏差.可解释的人工智能可以解释的模型.解释的影响力.在医疗保健中的ML.用户研究用户研究

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