人工智能养老院:对息护理干预措施的范围审查
Isabel Ronan1, Sabin Tabirca1,2, David Murphy1
1School of Computer Science, University College Cork, Cork, Ireland.
Frontiers in digital health
|February 26, 2025
概括
人工智能 (AI) 可以提高养老院的息护理,但对综合系统的研究缺乏. 未来的工作应该涉及对人工智能驱动的老年护理的定义,数据和利益相关者的参与.
科学领域:
- 老年学是一门学科.
- 计算机科学 计算机科学
- 医疗保健技术 技术 医疗保健 技术
背景情况:
- 全球人口正在老龄化,对养老院护理的需求也在增加.
- 息护理对于改善养老院居民的生活质量至关重要.
- 人工智能 (AI) 提供了增强息护理服务的机会.
研究的目的:
- 综合现有的研究,以人工智能为基础的息护理干预在养老院.
- 确定老年护理人工智能应用中的当前趋势和差距.
主要方法:
- 对计算机科学研究进行了调整的PRISMA-ScR范围审查.
- 六个主要的数据库 (IEEE,ACM,SpringerLink等等) 使用广泛的关键词进行搜索.
- 选了3255篇文章,其中19篇被纳入最终分析.
主要成果:
- 包括专注于智能物理系统或决策支持系统的研究,显示出明显的技术差距.
- 没有研究探讨了用于息护理的智能物理和决策支持系统的整合.
- 在将机器学习解决方案应用于养老院息护理方面存在重大差距.
结论:
- 这一综述是首次整合人工智能在养老院息护理方面的研究.
- 需要集成的人工智能系统和更广泛的机器学习应用.
- 这些发现对护士和计算机科学家来说很重要,他们正在开发用于老年护理的AI技术.
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