吸烟检测和戒烟:数字和移动健康技术的更新范围审查
IEEE journal of biomedical and health informatics
|March 10, 2025
概括
数字和移动健康技术在戒烟方面表现有前途. 需要进一步的研究来整合传感器数据和机器学习,以提高现实应用中的有效性.
科学领域:
- 数字健康数字健康
- 移动卫生技术 移动卫生技术
- 戒烟的研究 戒烟的研究
背景情况:
- 数字和移动卫生技术为吸烟的检测和戒烟提供了创新的方法.
- 现有研究探讨了智能手机应用,可穿戴设备和基于传感器的系统.
研究的目的:
- 对用于吸烟检测和戒烟的数字和移动健康技术进行范围审查.
- 在最近的研究中分析技术特征,结果和评估方法.
主要方法:
- 对2019年至2023年间发表的49项研究进行了系统分析.
- 数据来源于PubMed和ACM数字图书馆.
- 专注于可穿戴传感器,智能手机应用程序,机器学习和无线信号检测.
主要成果:
- 可穿戴式传感器和智能手机应用程序证明了吸烟成管理和改善戒烟率的潜力.
- 运动传感器在受控环境中显示出高精度,但面临着现实世界的挑战.
- 机器学习模型和无线信号检测显示出希望,但需要改进;大多数应用程序缺乏严格的评估.
结论:
- 数字健康技术可以显著提高戒烟努力.
- 提高可用性和有效性需要更强大的评估方法和将传感器数据与机器学习集成在一起.
- 持续创新对于可靠,实用的解决方案和临床整合至关重要.
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