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一种用于可穿戴连续血压监测的灵活多模态脉搏传感器。

A flexible multimodal pulse sensor for wearable continuous blood pressure monitoring.

机构信息

State Key Laboratory of Precision Measurement Technology and Instrument, Department of Precision Instrument, Tsinghua University, Beijing, 100084, China.

出版信息

Mater Horiz. 2024 May 20;11(10):2428-2437. doi: 10.1039/d3mh01999c.

Abstract

Monitoring of arterial blood pressure 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 ( = 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.

摘要

无袖带腕部脉搏波测量的动脉血压监测对心血管疾病的早期诊断和预防具有重要的临床价值。然而,由于桡动脉脉搏波具有细微、宽带和预载相关的变化特征,因此准确测量具有挑战性。有证据表明,佩戴压力和皮肤温度的不确定性或变化会导致手腕脉搏测量中的伪迹信号,从而降低血压估计的准确性并阻碍精确的临床诊断。在此,我们报告了一种灵活的多感觉脉搏传感器,该传感器利用人体皮肤的自然压电热转换以及薄膜热敏电阻来精确测量桡动脉脉搏波,具有高保真度和良好的抗伪迹性能。柔性脉搏传感器实现了较宽的压力测量范围(228.2 kPa)、较低的检测限(4 Pa)、良好的线性度(= 0.999)、较低的滞后(2.45%)、快速的响应时间(88 ms)以及良好的耐用性和稳定性,从而能够实现高精度的脉搏测量。脉搏传感器还通过在脉搏测量中同时检测皮肤温度和佩戴压力来抵抗伪迹影响。通过使用高效的多层感知机融合从脉搏波形、佩戴压力、皮肤温度和用户个人生理特征中提取的多个特征,准确估计血压并实现良好的泛化能力。

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