Literature DB >> 25570787

Evaluation of wearable consumer heart rate monitors based on photopletysmography.

Jakub Parak, Ilkka Korhonen.   

Abstract

Wearable monitoring of heart rate (HR) during physical activity and exercising allows real time control of exercise intensity and training effect. Recently, technologies based on pulse plethysmography (PPG) have become available for personal health management for consumers. However, the accuracy of these monitors is poorly known which limits their application. In this study, we evaluated accuracy of two PPG based (wrist i.e. Mio Alpha vs forearm i.e. Schosche Rhythm) commercially available HR monitors during exercise. 21 healthy volunteers (15 male and 6 female) completed an exercise protocol which included sitting, lying, walking, running, cycling, and some daily activities involving hand movements. HR estimation was compared against values from the reference electrocardiogram (ECG) signal. The heart rate estimation reliability scores for <;5% accuracy against reference were following: mio Alpha 77,83% and Scosche Rhytm 76,29%. The estimated results indicate that performance of devices depends on various parameters, including specified activity, sensor type and device placement.

Mesh:

Year:  2014        PMID: 25570787     DOI: 10.1109/EMBC.2014.6944419

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  37 in total

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2.  2017 ISHNE-HRS expert consensus statement on ambulatory ECG and external cardiac monitoring/telemetry.

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Journal:  Ann Noninvasive Electrocardiol       Date:  2017-05       Impact factor: 1.468

3.  Can accelerometry data improve estimates of heart rate variability from wrist pulse PPG sensors?

Authors:  Maciej Kos; Iman Khaghani-Far; Christine M Gordon; Misha Pavel; Holly B Jimison
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2017-07

4.  Validation of Biofeedback Wearables for Photoplethysmographic Heart Rate Tracking.

Authors:  Edward Jo; Kiana Lewis; Dean Directo; Michael J Kim; Brett A Dolezal
Journal:  J Sports Sci Med       Date:  2016-08-05       Impact factor: 2.988

5.  Recommendations for determining the validity of consumer wearable heart rate devices: expert statement and checklist of the INTERLIVE Network.

Authors:  Jan M Mühlen; Julie Stang; Esben Lykke Skovgaard; Pedro B Judice; Pablo Molina-Garcia; William Johnston; Luís B Sardinha; Francisco B Ortega; Brian Caulfield; Wilhelm Bloch; Sulin Cheng; Ulf Ekelund; Jan Christian Brønd; Anders Grøntved; Moritz Schumann
Journal:  Br J Sports Med       Date:  2021-01-04       Impact factor: 13.800

6.  Accuracy of Heart Rate Watches: Implications for Weight Management.

Authors:  Matthew P Wallen; Sjaan R Gomersall; Shelley E Keating; Ulrik Wisløff; Jeff S Coombes
Journal:  PLoS One       Date:  2016-05-27       Impact factor: 3.240

7.  The Empowering Role of Mobile Apps in Behavior Change Interventions: The Gray Matters Randomized Controlled Trial.

Authors:  Phillip J Hartin; Chris D Nugent; Sally I McClean; Ian Cleland; JoAnn T Tschanz; Christine J Clark; Maria C Norton
Journal:  JMIR Mhealth Uhealth       Date:  2016-08-02       Impact factor: 4.773

8.  How accurate are the wrist-based heart rate monitors during walking and running activities? Are they accurate enough?

Authors:  Sarah E Stahl; Hyun-Sung An; Danae M Dinkel; John M Noble; Jung-Min Lee
Journal:  BMJ Open Sport Exerc Med       Date:  2016-04-25

9.  Estimating Heart Rate, Energy Expenditure, and Physical Performance With a Wrist Photoplethysmographic Device During Running.

Authors:  Jakub Parak; Maria Uuskoski; Jan Machek; Ilkka Korhonen
Journal:  JMIR Mhealth Uhealth       Date:  2017-07-25       Impact factor: 4.773

10.  Promoting Optimal Physical Exercise for Life: An Exercise and Self-Management Program to Encourage Participation in Physical Activity after Discharge from Stroke Rehabilitation-A Feasibility Study.

Authors:  Avril Mansfield; Svetlana Knorr; Vivien Poon; Elizabeth L Inness; Laura Middleton; Louis Biasin; Karen Brunton; Jo-Anne Howe; Dina Brooks
Journal:  Stroke Res Treat       Date:  2016-05-30
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