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数字双胞胎技术能否彻底改变公共卫生应急管理? 从PPRR框架中的洞察力
Tianze Sun1,2, Jialin Lu3, Qicheng Li1,2
1Department of Trauma and Orthopedics, Peking University People's Hospital, Beijing, China.
Frontiers in public health
|October 13, 2025
概括
数字双胞胎技术,整合AI和物联网,为公共卫生紧急情况提供先进的解决方案. 它增强了预防,准备,响应和恢复,提高了系统的弹性.
科学领域:
- 公共卫生 公共卫生
- 应急管理 应急管理
- 数字技术 数字技术 数字技术
背景情况:
- 公共卫生紧急情况是不可预测的,其频率和严重程度不断升级.
- 数字双胞胎技术是AI,ML,DL,大数据和物联网的整合,在包括医疗保健在内的各种部门越来越多地采用.
- 现有的管理系统难以及时有效地应对健康危机.
研究的目的:
- 调查数字双胞胎技术的进步,以减轻公共卫生危机.
- 探索数字双胞胎技术在医学和城市建设中的应用,以应急管理.
- 通过PPRR框架评估公共卫生管理系统中数字双胞胎技术的潜力.
主要方法:
- 使用了预防,准备,响应和恢复 (PPRR) 框架.
- 检查的核心构造:感知忠诚度 (SF),模型可塑性 (MP),决策合 (DC) 和治理可信度 (GC).
- 讨论了跨紧急管理阶段实施数字双胞胎的统一建模和定量评估.
主要成果:
- 数字双胞胎技术使医疗紧急情况管理的数字化,智能化和可视化成为可能.
- 为公共卫生紧急情况的整个生命周期确定了整体解决方案,包括预防,早期预警和智能响应.
- 证明了提高管理效率,有效性和协调反应的潜力.
结论:
- 数字双胞胎技术为公共卫生紧急情况管理提供了全面的解决方案.
- 实施需要考虑忠诚度,可塑性,决策合和治理可信度.
- 这项技术可以显著提高公共卫生系统的弹性和响应能力.
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