发展伦理和公平原则,条款和参与工具,以促进健康公平和AI和机器学习中的研究人员多样性:修改后的Delphi方法
Rachele Hendricks-Sturrup1, Malaika Simmons1, Shilo Anders2
1National Alliance Against Disparities in Patient Health, Woodbridge, VA, United States.
JMIR AI
|June 14, 2024
概括
AIM-AHEAD伦理与公平工作组制定了原则和词汇表,以指导在健康公平研究中的伦理AI和ML. 该倡议旨在促进人工智能开发中的多样性和公平性,为服务不足的社区提供服务.
科学领域:
- 生物医学研究的研究.
- 卫生公平性健康公平性
- 人工智能和机器学习
背景情况:
- 人工智能/机器学习技术设计和开发的快速发展.
- 识别了解决复杂社会人道主义问题的局限性.
- 必须在服务不足的社区提高AI/ML素养,并使卫生研究工作人员多样化.
研究的目的:
- 利用AI/ML评估健康和疾病因素,改善医疗结果.
- 描述AIM-AHEAD伦理与公平工作组 (EEWG) 的活动.
- 开发交付成果,以优先考虑AI/ML中的道德和公平,以实现健康公平.
主要方法:
- 在2021年建立了AIM-AHEAD EEWG,成员人数多样化.
- 使用修改后的Delphi方法进行投票和排名练习.
- 促进了关于健康公平中的道德AI/ML的具体步骤,术语和定义的讨论.
主要成果:
- 制定了一套5个核心的伦理和公平原则与子部分.
- 创建了12个术语和定义的词汇表,用于AI/ML在健康公平研究中.
- 制作了面试指南,以了解利益相关者的观点和概念关系图.
结论:
- 强调需要与原则和词汇持续接触的需要.
- 解决潜在的局限性,特别是对于资源有限的机构.
- 倡导一个有意识的方法来促进AI/ML在健康研究中的多样性,道德和公平.
关键词:
在这里,我们可以看到AIAIAI.德尔菲是什么意思 德尔菲是什么意思 德尔菲是什么意思ML ML 在 ML人工智能的人工智能是人工智能.不同的差异,不平等的差异.不同的差异差异差异.参与 参与 参与 参与公平的公平的公平.股票是指股票,股票是指股票.股权资本 股权资本伦理学 伦理学这是道德上的道德.伦理学 伦理 伦理学公平的公平的公平的公平.公平的公平的公平.在健康方面存在差异.卫生公平性健康公平性人道主义的人道主义机器学习是机器学习.更多相关视频
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