外在信任作为在医疗保健中负责的人工智能的合同框架:观点
1Department of Electronic and Computer Engineering, University of Limerick, Castletroy, Limerick, V94 T9PX, Ireland, 353 61 202700.
Journal of medical Internet research
|March 11, 2026
概括
建立对医疗保健人工智能 (AI) 的信任需要一个明确的框架. 我们建议采用合同方法,重点关注可靠性,范围,公平性,并管理可靠的人工智能部署的不确定性.
科学领域:
- 医疗保健技术 医疗保健技术 医疗保健技术
- 医学中的人工智能
- 临床信息学是一种临床信息学.
背景情况:
- 人工智能 (AI) 为医疗保健效率和公平提供了潜力.
- 人工智能在医疗保健中的广泛采用受到缺乏信任的阻碍.
- 在内在信任 (可解释性) 和外在信任 (功能验证) 之间存在差距.
研究的目的:
- 解决医疗保健人工智能采用的信任缺陷.
- 为可信的人工智能提出一个新的合同框架.
- 在临床环境中指导人工智能信任的运营.
主要方法:
- 在医疗保健中对人工智能的信任的观点分析.
- 制定一个具有三个核心承诺的合同框架:可靠性,范围和公平性,以及转移和不确定性.
- 通过临床图片来说明框架的应用.
主要成果:
- 拟议的框架弥合了内在和外在信任之间的差距.
- 该框架通过结构化的证据和治理来运行信任.
- 图片展示了将可靠的AI原则转化为负责任的临床部署.
结论:
- 合同框架对于培养对医疗保健AI的信任至关重要.
- 实施可靠性,范围,公平性和不确定性管理的承诺是关键.
- 这种方法促进了可靠的人工智能系统的负责任的临床部署.
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