Cuffless Blood Pressure Measurement: Where Do We Actually Stand?

校准 医学 脉搏波分析 脉冲波速 脉冲波 血压 计算机科学 电信 统计 内科学 数学 抖动
作者
Ramakrishna Mukkamala,Sanjeev G. Shroff,Konstantinos G. Kyriakoulis,Alberto Avolio,George S. Stergiou
出处
期刊:Hypertension [Lippincott Williams & Wilkins]
卷期号:82 (6): 957-970 被引量:22
标识
DOI:10.1161/hypertensionaha.125.24822
摘要

Cuffless blood pressure (BP) measurement offers considerable potential for clinical practice but is a challenging technological field. Many are investigating pulse wave analysis with or without pulse arrival time in which machine learning is applied to pulsatile waveforms obtained with mobile devices (eg, wristbands, smartphones) to estimate BP. These methods generally require individual user calibration with cuff BP measurements or demographics (eg, age, sex). This calibration makes it difficult to evaluate the method's accuracy, and many studies claiming accuracy used inadequate testing procedures. Yet, publications and regulatory-cleared devices continue to rise, seemingly implying technological advancements. An update is provided on the flurry of activity in cuffless BP technologies over the last 2 to 3 years, covering the clinical need, the latest devices, recent publications based on pulse wave analysis and pulse arrival time, progress in developing validation standards for cuffless BP devices, and recent publications on other cuffless BP measurement principles. Despite the high volume of research and development, to date, there is no compelling evidence that pulse wave analysis and pulse arrival time can provide significant added value in BP measurement accuracy beyond the cuff BP or demographic data for calibration. Thus, it is reasonable to at least be skeptical of published and future studies on pulse wave analysis and pulse arrival time for cuffless BP measurement with uncertain testing procedures. It is important to focus on establishing robust validation standards for cuffless BP devices requiring individual user calibration and also pursuing cuffless and calibration-free BP measurement methodologies going forward.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
Do完成签到,获得积分10
2秒前
3秒前
你的葳发布了新的文献求助10
3秒前
PEIfq完成签到 ,获得积分10
3秒前
3秒前
小蘑菇应助大尾尾采纳,获得10
3秒前
香蕉觅云应助一心采纳,获得10
5秒前
yeahyeahyeah完成签到,获得积分10
5秒前
英姑应助鱼鱼采纳,获得30
6秒前
Xxxuan发布了新的文献求助10
7秒前
大力红牛完成签到,获得积分10
7秒前
领导范儿应助李洋采纳,获得10
7秒前
MzhiO完成签到,获得积分20
8秒前
Royal完成签到 ,获得积分10
8秒前
9秒前
9秒前
健康的梦旋完成签到,获得积分10
9秒前
咎如天发布了新的文献求助30
10秒前
大大鼠完成签到,获得积分10
10秒前
11秒前
liyuemao完成签到,获得积分10
12秒前
12秒前
Ava应助木棉fafa采纳,获得10
13秒前
MzhiO发布了新的文献求助10
13秒前
13秒前
molihuakai应助DAH采纳,获得10
14秒前
14秒前
上官若男应助33采纳,获得10
14秒前
雪糕刺客完成签到,获得积分10
14秒前
16秒前
午后狂睡完成签到,获得积分10
16秒前
orixero应助卡卡采纳,获得10
16秒前
靓丽的山蝶完成签到 ,获得积分10
17秒前
小蘑菇应助大胆的夏天采纳,获得10
18秒前
fhw完成签到 ,获得积分10
18秒前
19秒前
Lucas应助乐乐采纳,获得10
19秒前
Enna完成签到,获得积分10
19秒前
李洋发布了新的文献求助10
19秒前
自觉葵阴完成签到,获得积分10
20秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Autoparametric Resonance in Mechanical Systems 1000
Effects of Two Weeks of Red Light Therapy on Choroidal Thickness and Axial Length in Young Adults 700
Cosmos as Art Object: Studies in Plato's Timaeus and Other Dialogues 600
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
Auslegungsgeschichte 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7663943
求助须知:如何正确求助?哪些是违规求助? 9233535
关于积分的说明 19864564
捐赠科研通 7232643
什么是DOI,文献DOI怎么找? 3282637
关于科研通互助平台的介绍 2441939
邀请新用户注册赠送积分活动 2283764