Literature DB >> 28464700

Accuracy of smartphone apps for heart rate measurement.

Thomas Coppetti1, Andreas Brauchlin1, Simon Müggler1, Adrian Attinger-Toller1, Christian Templin1, Felix Schönrath2,3, Jens Hellermann4, Thomas F Lüscher1, Patric Biaggi5, Christophe A Wyss5.   

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.

Entities:  

Keywords:  heart rate measurement; mHealth; smartphone applications

Mesh:

Year:  2017        PMID: 28464700     DOI: 10.1177/2047487317702044

Source DB:  PubMed          Journal:  Eur J Prev Cardiol        ISSN: 2047-4873            Impact factor:   7.804


  25 in total

1.  2021 ISHNE/HRS/EHRA/APHRS Expert Collaborative Statement on mHealth in Arrhythmia Management: Digital Medical Tools for Heart Rhythm Professionals: From the International Society for Holter and Noninvasive Electrocardiology/Heart Rhythm Society/European Heart Rhythm Association/Asia-Pacific Heart Rhythm Society.

Authors:  Niraj Varma; Iwona Cygankiewicz; Mintu P Turakhia; Hein Heidbuchel; Yu-Feng Hu; Lin Yee Chen; Jean-Philippe Couderc; Edmond M Cronin; Jerry D Estep; Lars Grieten; Deirdre A Lane; Reena Mehra; Alex Page; Rod Passman; Jonathan P Piccini; Ewa Piotrowicz; Ryszard Piotrowicz; Pyotr G Platonov; Antonio Luiz Ribeiro; Robert E Rich; Andrea M Russo; David Slotwiner; Jonathan S Steinberg; Emma Svennberg
Journal:  Circ Arrhythm Electrophysiol       Date:  2021-02-12

2.  2021 ISHNE/HRS/EHRA/APHRS Collaborative Statement on mHealth in Arrhythmia Management: Digital Medical Tools for Heart Rhythm Professionals: From the International Society for Holter and Noninvasive Electrocardiology/Heart Rhythm Society/European Heart Rhythm Association/Asia Pacific Heart Rhythm Society.

Authors:  Niraj Varma; Iwona Cygankiewicz; Mintu P Turakhia; Hein Heidbuchel; Yufeng Hu; Lin Yee Chen; Jean-Philippe Couderc; Edmond M Cronin; Jerry D Estep; Lars Grieten; Deirdre A Lane; Reena Mehra; Alex Page; Rod Passman; Jonathan P Piccini; Ewa Piotrowicz; Ryszard Piotrowicz; Pyotr G Platonov; Antonio Luiz Ribeiro; Robert E Rich; Andrea M Russo; David Slotwiner; Jonathan S Steinberg; Emma Svennberg
Journal:  Cardiovasc Digit Health J       Date:  2021-01-29

3.  Introducing the Fear Learning and Anxiety Response (FLARe) app and web portal for the remote delivery of fear conditioning experiments.

Authors:  T McGregor; K L Purves; K S Young; T C Eley; T Barry; E Constantinou; M G Craske; G Breen
Journal:  Behav Res Methods       Date:  2022-09-07

4.  Prospective validation of smartphone-based heart rate and respiratory rate measurement algorithms.

Authors:  Sean Bae; Silviu Borac; Yunus Emre; Jonathan Wang; Jiang Wu; Mehr Kashyap; Si-Hyuck Kang; Liwen Chen; Melissa Moran; Julie Cannon; Eric S Teasley; Allen Chai; Yun Liu; Neal Wadhwa; Michael Krainin; Michael Rubinstein; Alejandra Maciel; Michael V McConnell; Shwetak Patel; Greg S Corrado; James A Taylor; Jiening Zhan; Ming Jack Po
Journal:  Commun Med (Lond)       Date:  2022-04-12

Review 5.  Evaluation of mHealth Applications Related to Cardiovascular Diseases: a Systematic Review.

Authors:  Vladimir Villarreal; Aranzazu Berbey-Alvarez
Journal:  Acta Inform Med       Date:  2020-06

6.  Wrist-worn optical and chest strap heart rate comparison in a heterogeneous sample of healthy individuals and in coronary artery disease patients.

Authors:  Francesco Sartor; Jos Gelissen; Ralph van Dinther; David Roovers; Gabriele B Papini; Giuseppe Coppola
Journal:  BMC Sports Sci Med Rehabil       Date:  2018-05-31

7.  The effect of mood state on visual search times for detecting a target in noise: An application of smartphone technology.

Authors:  Toru Maekawa; Stephen J Anderson; Matthew de Brecht; Noriko Yamagishi
Journal:  PLoS One       Date:  2018-04-17       Impact factor: 3.240

8.  The Effect of Optical Crosstalk on Accuracy of Reflectance-Type Pulse Oximeter for Mobile Healthcare.

Authors:  Hyun Jae Baek; JaeWook Shin; Jaegeol Cho
Journal:  J Healthc Eng       Date:  2018-10-21       Impact factor: 2.682

Review 9.  Effectiveness of consumer-grade contactless vital signs monitors: a systematic review and meta-analysis.

Authors:  Chi Pham; Khashayar Poorzargar; Mahesh Nagappa; Aparna Saripella; Matteo Parotto; Marina Englesakis; Kang Lee; Frances Chung
Journal:  J Clin Monit Comput       Date:  2021-07-09       Impact factor: 1.977

10.  mHealth and telemedicine apps: in search of a common regulation.

Authors:  Chiara Crico; Chiara Renzi; Norbert Graf; Alena Buyx; Haridimos Kondylakis; Lefteris Koumakis; Gabriella Pravettoni
Journal:  Ecancermedicalscience       Date:  2018-07-11
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