生命体征监测的非接触视觉技术:系统性审查
Linas Saikevičius1, Vidas Raudonis1, Gintaras Dervinis1
1Automation Department, Faculty of Electrical and Electronics Engineering, Kaunas University of Technology, 44249 Kaunas, Lithuania.
Sensors (Basel, Switzerland)
|June 27, 2024
概括
非接触式生命体征监测提供了方便的患者护理改进. 本综述涵盖了远程健康监测的新技术,数据集和预处理方法.
科学领域:
- 生物医学工程 生物医学工程
- 医疗信息学 医疗信息学
- 远程监控患者 远程监控患者
背景情况:
- 非接触式生命体征监测提高了患者护理的可访问性和方便性.
- 这些方法对于无法进入传统医疗保健机构的人来说至关重要.
- 进步的目的是通过持续,不引人注目的监测来预防严重的健康问题.
研究的目的:
- 系统地审查最近在非接触式生命体征监测方面的进展.
- 评估这些技术的现有公开可用的数据集.
- 在这个充满活力的领域确定未来的研究轨迹.
主要方法:
- 对非接触式生命体征监测的系统文献综述.
- 对生命体征数据的公开可用的数据集的分析.
- 评估用于远程监控的信号预处理技术.
主要成果:
- 确定了非接触式生命体征监测技术的关键进展.
- 评估当前数据集的适用性和局限性.
- 突出了常见的信号预处理策略及其有效性.
结论:
- 无接触式监测对彻底改变患者护理具有重大前景.
- 需要进一步的研究来优化数据集和预处理方法.
- 未来的方向包括提高准确性和扩大临床应用.
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