通过物联网数据解决方案增强情绪健康治疗抑郁症:系统性审查
IEEE journal of biomedical and health informatics
|March 3, 2025
概括
物联网 (IoT) 可以通过数据收集和分析来改善抑郁症管理. 然而,在用户参与系统中存在一个差距,强调在开发这些技术时需要更好的隐私和安全性.
科学领域:
- 数字健康数字健康
- 心理健康技术 心理健康技术
- 系统文献综述 系统文献综述
背景情况:
- 管理成人抑郁症带来了重大挑战.
- 技术为增强情绪健康监测提供了潜力.
- 目前对抑郁症的数据收集和分析方法是分散的.
研究的目的:
- 探索物联网 (IoT) 在管理抑郁症方面的数据收集和分析.
- 确定物联网如何增强情绪健康和抑郁症管理.
- 审查现有的关于物联网在心理健康中的应用文献.
主要方法:
- 系统文献综述 (SLR) 遵循系统综述和元分析 (PRISMA) 框架的首选报告项目.
- 从559个已出版作品的初始池中选择了42项研究.
- 对物联网用于情绪检测,分析,监控和抑郁管理的文献分析.
主要成果:
- 在文献中发现了关于物联网用于情绪检测,分析和监控的广泛报道.
- 显著关注心理健康和抑郁管理的治疗干预措施.
- 主要使用传感器用于物联网数据收集和人工智能 (AI) 进行分析.
结论:
- 在优先考虑积极,用户参与的物联网系统来管理抑郁症方面存在着一个显著的差距.
- 在基于物联网的心理健康解决方案中,有必要解决隐私和安全问题.
- 进一步的研究应侧重于开发集成和安全的物联网平台,以提供有效的抑郁症护理.
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