系统性审查以了解用户对人工智能支持的决策辅助工具的看法,以告知共享决策
Nehal Hassan1, Robert Slight2, Kweku Bimpong3
1School of Pharmacy / Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, United Kingdom. nehal.hassan@newcastle.ac.uk.
NPJ digital medicine
|November 21, 2024
概括
人工智能 (AI) 支持的决策辅助工具通过提供个性化的建议来增强患者和临床医生的共同决策. 患者发现人工智能辅助工具用户友好,改善治疗坚持,而临床医生注意到数据货币和治疗准确性的担忧.
科学领域:
- 医疗信息学 医疗信息学
- 医疗保健中的人工智能
- 临床决策支持 临床决策支持
背景情况:
- 共享决策 (SDM) 对于以患者为中心的护理至关重要.
- 支持人工智能的决策辅助提供个性化的建议,以支持SDM.
- 了解用户对这些人工智能工具的看法对于有效实施至关重要.
研究的目的:
- 系统地审查用户对人工智能支持的医疗保健决策辅助器的看法.
- 确定在SDM中使用人工智能工具的好处和挑战.
- 为人工智能决策辅助器的开发和整合提供信息.
主要方法:
- 使用PRISMA指南对26篇文章进行系统审查.
- 在四个数据库中进行搜索.
- 关于用户感知的定性和定量数据的叙述综合.
主要成果:
- 患者报告AI辅助工具易于理解和用户友好,增加治疗坚持.
- 临床医生对信息的及时性和不适当治疗的可能性表示担忧.
- 患者和临床医生都承认诸如偏见和可用性问题等挑战.
结论:
- 支持人工智能的决策辅助工具在增强SDM和患者参与方面表现有前途.
- 解决临床医生的担忧和潜在偏见对于成功采用人工智能至关重要.
- 进一步的研究应该集中在优化AI工具设计和临床实践的验证上.
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