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智能手机应用程序测量心率的准确性。

Accuracy of smartphone apps for heart rate measurement.

机构信息

1 University Heart Center, University Hospital of Zurich, Switzerland.

2 Department of Cardiothoracic and Vascular Surgery, Deutsches Herzzentrum Berlin, Germany.

出版信息

Eur J Prev Cardiol. 2017 Aug;24(12):1287-1293. doi: 10.1177/2047487317702044. Epub 2017 May 2.

Abstract

Background Smartphone manufacturers offer mobile health monitoring technology to their customers, including apps using the built-in camera for heart rate assessment. This study aimed to test the diagnostic accuracy of such heart rate measuring apps in clinical practice. Methods The feasibility and accuracy of measuring heart rate was tested on four commercially available apps using both iPhone 4 and iPhone 5. 'Instant Heart Rate' (IHR) and 'Heart Fitness' (HF) work with contact photoplethysmography (contact of fingertip to built-in camera), while 'Whats My Heart Rate' (WMH) and 'Cardiio Version' (CAR) work with non-contact photoplethysmography. The measurements were compared to electrocardiogram and pulse oximetry-derived heart rate. Results Heart rate measurement using app-based photoplethysmography was performed on 108 randomly selected patients. The electrocardiogram-derived heart rate correlated well with pulse oximetry ( r = 0.92), IHR ( r = 0.83) and HF ( r = 0.96), but somewhat less with WMH ( r = 0.62) and CAR ( r = 0.60). The accuracy of app-measured heart rate as compared to electrocardiogram, reported as mean absolute error (in bpm ± standard error) was 2 ± 0.35 (pulse oximetry), 4.5 ± 1.1 (IHR), 2 ± 0.5 (HF), 7.1 ± 1.4 (WMH) and 8.1 ± 1.4 (CAR). Conclusions We found substantial performance differences between the four studied heart rate measuring apps. The two contact photoplethysmography-based apps had higher feasibility and better accuracy for heart rate measurement than the two non-contact photoplethysmography-based apps.

摘要

背景

智能手机制造商向客户提供移动健康监测技术,包括使用内置摄像头进行心率评估的应用程序。本研究旨在测试此类心率测量应用在临床实践中的诊断准确性。

方法

使用 iPhone 4 和 iPhone 5 测试了四种市售应用程序测量心率的可行性和准确性。“即时心率”(IHR)和“心脏健身”(HF)使用接触光体积描记法(指尖接触内置摄像头),而“我的心率是多少”(WMH)和“Cardiio 版本”(CAR)使用非接触光体积描记法。将测量结果与心电图和脉搏血氧仪得出的心率进行比较。

结果

使用基于应用程序的光体积描记法对 108 名随机选择的患者进行了心率测量。心电图得出的心率与脉搏血氧仪( r = 0.92)、IHR( r = 0.83)和 HF( r = 0.96)相关性良好,但与 WMH( r = 0.62)和 CAR( r = 0.60)相关性稍差。与心电图相比,应用程序测量的心率的准确性,以平均绝对误差(bpm ± 标准误差)表示,分别为 2 ± 0.35(脉搏血氧仪)、4.5 ± 1.1(IHR)、2 ± 0.5(HF)、7.1 ± 1.4(WMH)和 8.1 ± 1.4(CAR)。

结论

我们发现四种研究的心率测量应用程序之间存在显著的性能差异。两种基于接触光体积描记法的应用程序在心率测量的可行性和准确性方面均优于两种基于非接触光体积描记法的应用程序。

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