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用人工智能改变公共卫生实践:以框架为导向的方法
Obinna O Oleribe1,2, Florida Uzoaru3, Adati Tarfa4
1Department of Health Sciences, School of Public Health and Health Sciences, California State University, Dominguez Hills, 1000 E Victoria Street, Carson, CA 90747, USA.
Healthcare (Basel, Switzerland)
|February 13, 2026
概括
人工智能 (AI) 为公共卫生提供了变革性的潜力,增强了干预和危机应对. 采用公共卫生人工智能框架确保了人工智能的公平发展和部署,以改善健康结果.
科学领域:
- 公共卫生 公共卫生
- 人工智能的人工智能
- 医疗信息学 医疗信息学
背景情况:
- 人工智能 (AI) 正在彻底改变医疗保健,影响疾病监测,健康促进和政策制定等公共卫生功能.
- 虽然人工智能已经融入了许多公共卫生业务,但其在领导和管理方面的应用仍在发展.
- 该研究探讨了人工智能在公共卫生实践和领导力中的不断变化的作用.
研究的目的:
- 提出公共卫生AI框架,用于公共卫生领域的人工智能发展.
- 在人工智能倡议中确保包容性数据,适当的政策和战略伙伴关系.
- 通过训练有素的人类相关资源,最大限度地发挥人工智能的潜力.
主要方法:
- 概念框架的发展.
- 关于公共卫生中人工智能应用的文献综述.
- 分析AI在公共卫生领导和管理中的作用.
主要成果:
- 人工智能可以个性化干预,民主化数据访问,改善危机应对.
- 人工智能有可能促进健康公平,加强环境健康弹性.
- 有效的AI整合需要公共卫生专业人员和AI专家之间的积极领导和协作.
结论:
- 人工智能为重塑公共卫生实践和结果提供了重大机会.
- 有意识的领导愿景对于共同创建和部署公共卫生中的AI工具至关重要.
- 公共卫生专业人员应该积极共同创新,以确保道德和公平的AI进化.
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