仰卧位
斑点图案
心率
声学
身体姿势
睡眠呼吸暂停
计算机视觉
人工智能
生物医学工程
计算机科学
医学
物理
心脏病学
内科学
血压
物理医学与康复
作者
Shuhao Que,Fokke van Meulen,Willem Verkruijsse,Mark van Gastel,Sebastiaan Overeem,Sveta Zinger,Sander Stuijk
出处
期刊:Sensors
[Multidisciplinary Digital Publishing Institute]
日期:2023-07-11
卷期号:23 (14): 6312-6312
被引量:1
摘要
Instantaneous heart rate (IHR) has been investigated for sleep applications, such as sleep apnea detection and sleep staging. To ensure the comfort of the patient during sleep, it is desirable for IHR to be measured in a contact-free fashion. In this work, we use speckle vibrometry (SV) to perform on-skin and on-textile IHR monitoring in a sleep setting. Minute motions on the laser-illuminated surface can be captured by a defocused camera, enabling the detection of cardiac motions even on textiles. We investigate supine, lateral, and prone sleeping positions. Based on Bland–Altman analysis between SV cardiac measurements and electrocardiogram (ECG), with respect to each position, we achieve the best limits of agreement with ECG values of [−8.65, 7.79] bpm, [−9.79, 9.25] bpm, and [−10.81, 10.23] bpm, respectively. The results indicate the potential of using speckle vibrometry as a contact-free monitoring method for instantaneous heart rate in a setting where the participant is allowed to rest in a spontaneous position while covered by textile layers.
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