一个可穿戴的多模式无线传感系统用于呼吸系统监测和分析
1Department of Mechanical Engineering, San Diego State University, San Diego, CA 92182, USA.
Sensors (Basel, Switzerland)
|August 12, 2023
概括
这项研究引入了一个可穿戴的无线传感器,用于远程监测肺部健康. 初步测试显示,它可以有效地实时检测浅呼吸和咳.
科学领域:
- 生物医学工程 生物医学工程
- 数字健康数字健康
- 可穿戴技术可穿戴技术
背景情况:
- 持续的健康监测对于实时收集患者数据至关重要,减少对医院访问的依赖.
- 无线传感系统为远程患者监控提供了可行的解决方案,集成可穿戴传感器,信号处理和数据传输.
- 现有的系统往往缺乏对肺部健康状况的全面监测能力.
研究的目的:
- 开发一种用于远程肺部健康监测的新型数字健康系统.
- 创建一个多式无线传感器设备,整合声学和生物潜能,用于全面评估健康状况.
- 为实时呼吸模式诊断提出传感器数据融合方法.
主要方法:
- 开发一个紧的,可穿戴的传感器,附着在人体皮肤上.
- 集成声学和生物潜能传感器来监测心血管和呼吸活动.
- 实施传感器数据融合技术,将肺部声音和心电图 (ECG) 信号结合起来.
主要成果:
- 初步测试表明,它有能力检测浅呼吸和咳.
- 该系统实现了统计学上显著的检测水平,声信号的p值为0.003,心电图的p值为0.004.
- 多模式可穿戴传感器提供了全面和快速的健康状况监测.
结论:
- 拟议的无线传感器系统为肺部健康的远程初级诊断提供了一种新的方法.
- 肺声和心电图的传感器数据融合显示了实时呼吸模式诊断的潜力.
- 该技术有助于持续远程监测心血管和呼吸活动.
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