系统性文献综述 关于通过雷达技术测量心率和呼吸率的系统文献综述
Magdalena Liebetruth1,2, Kai Kehe3, Dirk Steinritz4
1German Air Force Centre of Aerospace Medicine, 51147 Cologne, Germany.
Sensors (Basel, Switzerland)
|February 10, 2024
概括
雷达技术提供了准确的,非接触的生命体征监测. 研究表明,对心率和呼吸率的测量具有很高的准确性,在紧急和灾难场景中具有潜力.
科学领域:
- 生物医学工程 生物医学工程
- 医疗技术 医疗技术 医学技术
- 信号处理 信号处理
背景情况:
- 在远程患者监测中,非接触式生命参数测量至关重要.
- 雷达技术为此类应用提供了一个有前途的途径.
- 现有研究强调了雷达在生理监测方面的潜力.
研究的目的:
- 系统地分析基于雷达的生命体征测量的准确性.
- 在现有研究中评估心率和呼吸率测量的准确性.
- 确定雷达生命信号监测的局限性和未来方向.
主要方法:
- 在主要的科学数据库 (PubMed等) 进行系统的文献搜索. ) 的情况.
- 对心率和呼吸率测量的精度指标的分析.
- 在包含的研究中评估测量偏差 (5%和10%).
主要成果:
- 在多达48%的研究中,心率偏差<=5%,呼吸率偏差为37%.
- 87%的心率和85%的呼吸速率研究显示<=10%的偏差.
- 量化可比性受到混变量所限制.
结论:
- 雷达技术展示了准确,非接触式生命体征监测的巨大潜力.
- 解决混变量和改进算法是未来开发的关键.
- 在感染事件,紧急医疗和灾难情况下,应用是有前途的.
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