A flexible multimodal pulse sensor for wearable continuous blood pressure monitoring

被引:1
|
作者
Tian, Shuo [1 ]
Wang, Liangqi [1 ]
Zhu, Rong [1 ]
机构
[1] Tsinghua Univ, Dept Precis Instrument, State Key Lab Precis Measurement Technol & Instrum, Beijing 100084, Peoples R China
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
TEMPERATURE; WAVE;
D O I
10.1039/d3mh01999c
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Monitoring of arterial blood pressure via cuffless pulse waveform measurement at the wrist has an important clinical value for the early diagnosis and prevention of cardiovascular disease. However, accurate measurement of the radial pulse waveform is challenging owing to its subtle, wideband, and preload-dependent variation characteristics. Evidence shows that uncertainties or variations of wearing pressure and skin temperature can cause artifact signals in wrist pulse measurements, thus degrading blood pressure estimate accuracy and hindering precise clinical diagnosis. Herein, we report a flexible multisensory pulse sensor utilizing natural piezo-thermic transduction of human skin in conjunction with thin-film thermistors for the accurately measuring radial artery pulse waves with high fidelity and good anti-artifact performance. The flexible pulse sensor achieved a wide pressure measuring range (228.2 kPa), low detection limit (4 Pa), good linearity (R2 = 0.999), low hysteresis (2.45%), fast response (88 ms), and good durability and stability, thereby enabling accurate pulse measurement with high fidelity. The pulse sensor also monolithically integrated the simultaneous detections of skin temperature and wearing pressure for resisting artifact effects in pulse measurements. Through the fusion of multiple features extracted from the pulse waveform, wearing pressure, skin temperature and user's personal physical characteristics using an efficient multilayer perceptron, blood pressure is accurately estimated and good generalizability is achieved. We propose a brand-new pressure sensing principle of human-skin's piezo-thermic transduction, and develop a multisensory pulse sensor, thereby offering a human-skin transducer concept for wearable blood pressure monitoring with generalizability.
引用
收藏
页码:2428 / 2437
页数:10
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