人工智能工具生产中的重要伦理,技术和流行病学考虑 (ETEPAI):范围审查
Boon How Chew1,2, Kee Yuan Ngiam3,4
1Department of Family Medicine, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, Selangor, Malaysia.
JMIR AI
|March 11, 2026
概括
本研究介绍了人工智能工具生产 (ETEPAI) 的伦理,技术和流行病学框架,这是一本关于在医疗保健中开发高质量,道德的人工智能的指南. ETEPAI确保人工智能工具从设计到后部署都是临床相关的和值得信赖的.
科学领域:
- 医疗保健 人工智能发展
- 伦理的人工智能框架
- 流行病学研究方法 流行病学研究方法
背景情况:
- 人工智能 (AI) 工具需要仔细考虑道德,技术和研究方法,才能有效开发.
- 人工智能工具的部署后成功取决于开发,决策流程和利益相关者根据建议采取行动的能力.
研究的目的:
- 综合人工智能工具生产的伦理,技术和流行病学考虑.
- 为医疗保健提供人工智能工具生产 (ETEPAI) 的伦理,技术和流行病学框架.
主要方法:
- 系统地识别和综合相关的指导方针,检查清单,框架和专家建议.
- 开发ETEPAI框架,整合跨人工智能开发阶段的伦理,技术和流行病学领域.
主要成果:
- ETEPAI框架整合了4个阶段 (设计,开发,部署,部署后) 和3个领域 (道德,技术,流行病学) 的考虑.
- ETEPAI提供探究性问题,关键指标和常见陷,以确保高质量,道德健全和临床相关的AI工具.
- 该框架符合欧盟的可信度标准,并包括实施资源.
结论:
- 应用ETEPAI确保从AI概念到执行的全面考虑,促进高质量,道德健全和临床相关的工具.
- ETEPAI的简洁性质是训练有素人员的指南,也是利益相关者的指示牌.
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