基于腕部非校准步数的动态血压监测系统

Qiwei Wu, Jie Yang, Guoyan Zheng, Xianwen Zhang, Yandong Zhang, Cai Xu, Jintian Tang
{"title":"基于腕部非校准步数的动态血压监测系统","authors":"Qiwei Wu, Jie Yang, Guoyan Zheng, Xianwen Zhang, Yandong Zhang, Cai Xu, Jintian Tang","doi":"10.1109/CISP-BMEI48845.2019.8966011","DOIUrl":null,"url":null,"abstract":"Hypertension has become the most common chronic disease which brings a heavy medical burden to society. However, current intermittent measuring instruments, such as electronic sphygmomanometer, cannot monitor blood pressure (BP) in real time. At the same time, there are calibration steps in ambulatory measuring instruments represented by pulse arrival time (PAT)-based measuring instruments, which are inconvenient for patients. In order to overcome the above mentioned shortcomings, this study developed a wrist-based wearable real-time measurement system without calibration steps. Based on the hemodynamic principle of the linear relationship between the waveform parameters of Photoplethysmography (PPG)-Ballistocardiography (BCG) and BP, the systolic and diastolic blood pressure prediction results of this device had a correlation coefficient of 0.9 and 0.92, respectively, compared with the actual values. The MAD and RMSE were 3.08 ± 4.29 mmHg and 1.52 ± 2.20 mmHg correspondingly, which was superior to traditional PAT-based BP prediction devices. The results showed that the device has the advantages of simplicity and accuracy, which helps to improve the quality of life for patients and reduce the medical burden caused by hypertension.","PeriodicalId":257666,"journal":{"name":"2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","volume":"319 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An Ambulatory Blood Pressure Monitoring System Based on the Uncalibrated Steps of the Wrist\",\"authors\":\"Qiwei Wu, Jie Yang, Guoyan Zheng, Xianwen Zhang, Yandong Zhang, Cai Xu, Jintian Tang\",\"doi\":\"10.1109/CISP-BMEI48845.2019.8966011\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Hypertension has become the most common chronic disease which brings a heavy medical burden to society. However, current intermittent measuring instruments, such as electronic sphygmomanometer, cannot monitor blood pressure (BP) in real time. At the same time, there are calibration steps in ambulatory measuring instruments represented by pulse arrival time (PAT)-based measuring instruments, which are inconvenient for patients. In order to overcome the above mentioned shortcomings, this study developed a wrist-based wearable real-time measurement system without calibration steps. Based on the hemodynamic principle of the linear relationship between the waveform parameters of Photoplethysmography (PPG)-Ballistocardiography (BCG) and BP, the systolic and diastolic blood pressure prediction results of this device had a correlation coefficient of 0.9 and 0.92, respectively, compared with the actual values. The MAD and RMSE were 3.08 ± 4.29 mmHg and 1.52 ± 2.20 mmHg correspondingly, which was superior to traditional PAT-based BP prediction devices. The results showed that the device has the advantages of simplicity and accuracy, which helps to improve the quality of life for patients and reduce the medical burden caused by hypertension.\",\"PeriodicalId\":257666,\"journal\":{\"name\":\"2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)\",\"volume\":\"319 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CISP-BMEI48845.2019.8966011\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CISP-BMEI48845.2019.8966011","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

高血压已成为最常见的慢性疾病,给社会带来了沉重的医疗负担。然而,目前的间歇性测量仪器,如电子血压计,不能实时监测血压(BP)。同时,以脉冲到达时间(PAT)为代表的动态测量仪器存在校准步骤,给患者带来不便。为了克服上述缺点,本研究开发了一种基于腕带的可穿戴实时测量系统,无需校准步骤。根据血流动力学原理,Photoplethysmography (PPG)-Ballistocardiography (BCG)波形参数与BP呈线性关系,该装置的收缩压和舒张压预测结果与实际值的相关系数分别为0.9和0.92。MAD和RMSE分别为3.08±4.29 mmHg和1.52±2.20 mmHg,优于传统的基于pat的血压预测装置。结果表明,该装置具有简单、准确的优点,有助于提高患者的生活质量,减轻高血压带来的医疗负担。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Ambulatory Blood Pressure Monitoring System Based on the Uncalibrated Steps of the Wrist
Hypertension has become the most common chronic disease which brings a heavy medical burden to society. However, current intermittent measuring instruments, such as electronic sphygmomanometer, cannot monitor blood pressure (BP) in real time. At the same time, there are calibration steps in ambulatory measuring instruments represented by pulse arrival time (PAT)-based measuring instruments, which are inconvenient for patients. In order to overcome the above mentioned shortcomings, this study developed a wrist-based wearable real-time measurement system without calibration steps. Based on the hemodynamic principle of the linear relationship between the waveform parameters of Photoplethysmography (PPG)-Ballistocardiography (BCG) and BP, the systolic and diastolic blood pressure prediction results of this device had a correlation coefficient of 0.9 and 0.92, respectively, compared with the actual values. The MAD and RMSE were 3.08 ± 4.29 mmHg and 1.52 ± 2.20 mmHg correspondingly, which was superior to traditional PAT-based BP prediction devices. The results showed that the device has the advantages of simplicity and accuracy, which helps to improve the quality of life for patients and reduce the medical burden caused by hypertension.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信