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基于可穿戴压电的连续逐搏血压测量系统。

Wearable Piezoelectric-Based System for Continuous Beat-to-Beat Blood Pressure Measurement.

机构信息

Department of Electrical and Computer Engineering, College of Electrical and Computer Engineering, National Chiao Tung University, Hsinchu 30010, Taiwan.

Institute of Biomedical Engineering, College of Electrical and Computer Engineering, National Chiao Tung University, Hsinchu 30010, Taiwan.

出版信息

Sensors (Basel). 2020 Feb 5;20(3):851. doi: 10.3390/s20030851.

Abstract

Non-invasive continuous blood pressure measurement is an emerging issue that potentially can be applied to cardiovascular disease monitoring and prediction. Recently, many groups have proposed the pulse transition time (PTT) method to estimate blood pressure for long-term monitoring. However, the PTT-based methods for blood pressure estimation are limited by non-specific estimation models and require multiple calibrations. This study aims to develop a low-cost wearable piezoelectric-based system for continuous beat-to-beat blood pressure measurement. The pressure change in the radial artery was extracted by systolic and diastolic feature points in pressure pulse wave (PPW) and the pressure sensitivity of the sensor. The proposed system showed a reliable accuracy of systolic blood pressure (SBP) (mean absolute error (MAE) ± standard deviation (SD) 1.52 ± 0.30 mmHg) and diastolic blood pressure (DBP, MAE ± SD 1.83 ± 0.50), and its performance agreed with standard criteria of MAE within 5 mmHg and SD within ±8 mmHg. In conclusion, this study successfully developed a low-cost, high-accuracy piezoelectric-based system for continuous beat-to-beat SBP and DBP measurement without multiple calibrations and complex regression analysis. The system is potentially suitable for continuous, long-term blood pressure-monitoring applications.

摘要

非侵入式连续血压测量是一个新兴的问题,它可能适用于心血管疾病的监测和预测。最近,许多研究小组提出了脉搏传输时间(PTT)方法来估计血压进行长期监测。然而,基于 PTT 的血压估计方法受到非特异性估计模型的限制,并且需要多次校准。本研究旨在开发一种低成本的基于压电的可穿戴系统,用于连续的逐拍血压测量。通过压力脉冲波(PPW)中的收缩期和舒张期特征点以及传感器的压力灵敏度来提取桡动脉中的压力变化。所提出的系统在收缩压(SBP)(平均绝对误差(MAE)±标准偏差(SD)1.52±0.30mmHg)和舒张压(DBP,MAE±SD 1.83±0.50)方面表现出可靠的准确性,其性能符合 MAE 在 5mmHg 以内和 SD 在±8mmHg 以内的标准准则。总之,本研究成功开发了一种低成本、高精度的基于压电的连续逐拍 SBP 和 DBP 测量系统,无需多次校准和复杂的回归分析。该系统可能适用于连续、长期的血压监测应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bb30/7038670/e55328b7a29d/sensors-20-00851-g001.jpg

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