使用单点光容积脉搏波测量无袖带血压

Ramakrishnan Maharajan
{"title":"使用单点光容积脉搏波测量无袖带血压","authors":"Ramakrishnan Maharajan","doi":"10.1109/ICBSII58188.2023.10181082","DOIUrl":null,"url":null,"abstract":"In this work, a blood flow-based method has been proposed to estimate beat to beat blood pressure parameters from the photoplethysmography (PPG) signal from a single PPG sensor. PPG signal represents the changes in the blood volume. The first derivative of it reflects the blood flow rate. In this work, the features are extracted from the blood flow rate reflected by the first derivative of PPG signal. The proposed method has been validated using Clinical data available in MIMIC II database. The validation shows that the systolic blood pressure and diastolic blood pressure estimated from a single site PPG signal has the mean error ± SD as 0.95 ± 5.14 mmHg for the beat-to-beat Pulse Pressure (PP) and 0.402 ± 4.85 mmHg for beat-to-beat Systolic Blood Pressure (SBP).","PeriodicalId":388866,"journal":{"name":"2023 International Conference on Bio Signals, Images, and Instrumentation (ICBSII)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Cuffless BP Measurement Using Single Site Photoplethysmography\",\"authors\":\"Ramakrishnan Maharajan\",\"doi\":\"10.1109/ICBSII58188.2023.10181082\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this work, a blood flow-based method has been proposed to estimate beat to beat blood pressure parameters from the photoplethysmography (PPG) signal from a single PPG sensor. PPG signal represents the changes in the blood volume. The first derivative of it reflects the blood flow rate. In this work, the features are extracted from the blood flow rate reflected by the first derivative of PPG signal. The proposed method has been validated using Clinical data available in MIMIC II database. The validation shows that the systolic blood pressure and diastolic blood pressure estimated from a single site PPG signal has the mean error ± SD as 0.95 ± 5.14 mmHg for the beat-to-beat Pulse Pressure (PP) and 0.402 ± 4.85 mmHg for beat-to-beat Systolic Blood Pressure (SBP).\",\"PeriodicalId\":388866,\"journal\":{\"name\":\"2023 International Conference on Bio Signals, Images, and Instrumentation (ICBSII)\",\"volume\":\"15 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-03-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 International Conference on Bio Signals, Images, and Instrumentation (ICBSII)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICBSII58188.2023.10181082\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 International Conference on Bio Signals, Images, and Instrumentation (ICBSII)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICBSII58188.2023.10181082","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

在这项工作中,提出了一种基于血流的方法,从单个PPG传感器的光容积脉搏波(PPG)信号中估计拍对拍血压参数。PPG信号代表血容量的变化。它的一阶导数反映了血流量。在这项工作中,从PPG信号的一阶导数所反映的血流速率中提取特征。所提出的方法已使用MIMIC II数据库中的临床数据进行验证。验证表明,单位点PPG信号估计的收缩压和舒张压的平均误差±SD分别为0.95±5.14 mmHg和0.402±4.85 mmHg。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Cuffless BP Measurement Using Single Site Photoplethysmography
In this work, a blood flow-based method has been proposed to estimate beat to beat blood pressure parameters from the photoplethysmography (PPG) signal from a single PPG sensor. PPG signal represents the changes in the blood volume. The first derivative of it reflects the blood flow rate. In this work, the features are extracted from the blood flow rate reflected by the first derivative of PPG signal. The proposed method has been validated using Clinical data available in MIMIC II database. The validation shows that the systolic blood pressure and diastolic blood pressure estimated from a single site PPG signal has the mean error ± SD as 0.95 ± 5.14 mmHg for the beat-to-beat Pulse Pressure (PP) and 0.402 ± 4.85 mmHg for beat-to-beat Systolic Blood Pressure (SBP).
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
期刊最新文献
A Novel Approach in Web Based 3D Virtualization For Healthcare Infrared Thermograms for Diagnosis of Dry Eye: A Review Resampling-free fast particle filtering with application to tracking rhythmic biomedical signals Parkinson’s Disease Detection And Classification Of Stages From Drawing Patterns Using Deep Learning Analysis Of Raw 3D Images Of Stages Of Alzheimer’s Disease Using Deep Learning
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1