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运用临床模拟评估人工智能决策支持

Using Clinical Simulation to Evaluate AI-Enabled Decision Support.

机构信息

Australian Institute of Health Innovation, Macquarie University, Australia.

Faculty of Medicine, Health and Human Sciences, Macquarie University, Australia.

出版信息

Stud Health Technol Inform. 2024 Jan 25;310:299-303. doi: 10.3233/SHTI230975.

Abstract

Clinical simulation is a useful method for evaluating AI-enabled clinical decision support (CDS). Simulation studies permit patient- and risk-free evaluation and far greater experimental control than is possible with clinical studies. The effect of CDS assisted and unassisted patient scenarios on meaningful downstream decisions and actions within the information value chain can be evaluated as outcome measures. This paper discusses the use of clinical simulation in CDS evaluation and presents a case study to demonstrate feasibility of its application.

摘要

临床模拟是评估人工智能临床决策支持(CDS)的有效方法。模拟研究允许进行患者和风险免费的评估,并且可以实现比临床研究更大的实验控制。可以将 CDS 辅助和非辅助患者场景对信息价值链中具有意义的下游决策和操作的影响作为结果衡量标准进行评估。本文讨论了临床模拟在 CDS 评估中的应用,并展示了一个案例研究,以证明其应用的可行性。

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