无袖带血压测量:我们到底站在哪里?

IF 6.9 1区 医学 Q1 PERIPHERAL VASCULAR DISEASE
Ramakrishna Mukkamala,Sanjeev G Shroff,Konstantinos G Kyriakoulis,Alberto P Avolio,George S Stergiou
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引用次数: 0

摘要

无袖带血压(BP)测量为临床实践提供了相当大的潜力,但也是一个具有挑战性的技术领域。许多人正在研究有或没有脉冲到达时间的脉冲波分析,其中机器学习应用于通过移动设备(如腕带、智能手机)获得的脉冲波形来估计BP。这些方法通常需要个人用户校准与袖带血压测量或人口统计(如年龄,性别)。这种校准使得很难评估方法的准确性,许多声称准确性的研究使用了不充分的测试程序。然而,出版物和通过监管的设备继续增加,似乎意味着技术进步。本文提供了过去2到3年无套管血压技术的最新动态,包括临床需求、最新设备、基于脉搏波分析和脉冲到达时间的最新出版物、无套管血压设备验证标准的开发进展以及其他无套管血压测量原理的最新出版物。尽管大量的研究和开发,到目前为止,没有令人信服的证据表明,脉搏波分析和脉搏到达时间可以提供显著的附加价值血压测量精度超出袖带血压或人口统计数据的校准。因此,至少有理由对已发表的和未来的研究持怀疑态度,这些研究是关于在不确定的测试程序下进行无箍血压测量的脉冲波分析和脉冲到达时间。重要的是要专注于为需要个人用户校准的无套管BP设备建立强大的验证标准,并在未来追求无套管和无校准的BP测量方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cuffless Blood Pressure Measurement: Where Do We Actually Stand?
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.
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来源期刊
Hypertension
Hypertension 医学-外周血管病
CiteScore
15.90
自引率
4.80%
发文量
1006
审稿时长
1 months
期刊介绍: Hypertension presents top-tier articles on high blood pressure in each monthly release. These articles delve into basic science, clinical treatment, and prevention of hypertension and associated cardiovascular, metabolic, and renal conditions. Renowned for their lasting significance, these papers contribute to advancing our understanding and management of hypertension-related issues.
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