重新想象衰老中的弹性:利用AI/ML,大数据分析和系统创新
Jie Chen1, Teagan K Maguire2, Rozalina G McCoy3
1Department of Health Policy and Management (JC, TKM, RGM, ST), School of Public Health, University of Maryland, College Park, MD; School of Public Health (JC, TKM), The Hospital And Public Health InterdisciPlinarY Research (HAPPY) Lab, University of Maryland, College Park, MD; University of Maryland Center on Aging (JC, TKM, RGM); University of Maryland Institute for Health Computing (RGM), North Bethesda, MD.
阳光框架整合了健康和社会服务,以建立老年人的性. 它使用技术和协作来改善福利和解决老龄化人口的差异.
科学领域:
- 老年学与公共卫生
- 卫生系统研究 卫生系统研究
- 衰老的社会学 衰老的社会学
背景情况:
- 人口老龄化的增长需要为老年人提供综合支持系统.
- 现有的医疗保健和社会服务往往在孤岛中运作,导致护理差距和健康差异.
- 适应力对于老年人,家庭和社区来说至关重要,以应对逆境.
研究的目的:
- 推出SUNSHINE (全国各地的老年人团结起来支持健康,综合护理和进化) 框架.
- 为了促进整个人健康,跨学科的合作,并为老龄化人口采用技术.
- 通过系统整合和多部门合作,增强老年人和家庭护理人员的福祉.
主要方法:
- 利用变化理论建模来指导框架开发.
- 强调通过研究基础设施和多部门合作支持的系统集成.
- 确定利用人工智能和机器学习 (AI/ML) 实现个性化护理的机会.
主要成果:
- 阳光框架使各个利益相关者协调一致,以促进老年人的性.
- 它优先考虑心理健康,社会联系和预防,以解决健康差异.
- 人工智能/ML技术被认为对优化决策和护理提供至关重要.
结论:
- 阳光提供了一个模型,以促进老龄化人口的弹性和福祉.
- 该框架促进老年人的健康机会和结果的平等.
- 它指导着卫生和社会系统的重新设计和评估,以实现更健康的老龄化未来.
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