Published on in Vol 7, No 3 (2019): March

Preprints (earlier versions) of this paper are available at, first published .
Accuracy of Consumer Wearable Heart Rate Measurement During an Ecologically Valid 24-Hour Period: Intraindividual Validation Study

Accuracy of Consumer Wearable Heart Rate Measurement During an Ecologically Valid 24-Hour Period: Intraindividual Validation Study

Accuracy of Consumer Wearable Heart Rate Measurement During an Ecologically Valid 24-Hour Period: Intraindividual Validation Study

Authors of this article:

Benjamin W Nelson1, 2 Author Orcid Image ;   Nicholas B Allen1, 2 Author Orcid Image


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  114. Faqar-Uz-Zaman S, Sliwinski S, Detemble C, Filmann N, Zmuc D, Mohr L, Dreilich J, Bechstein W, Fleckenstein J, Schnitzbauer A. Study protocol for a pilot trial analysing the usability, validity and safety of an interventional health app programme for the structured prehabilitation of patients before major surgical interventions: the PROTEGO MAXIMA trial. BMJ Open 2023;13(4):e069394 View
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  116. Guo Y, Tong X, Shen Y, Wu H. Wearable Optical Fiber Beat Frequency Digital Sensing System for Real-Time Non-Invasive Multiple Human Physiological Parameters Monitoring. Journal of Lightwave Technology 2023:1 View
  117. Ajtay B, Béres S, Hejjel L. The Effect of Device-Controlled Breathing on the Pulse Arrival Time and the Heart Rate Asymmetry Parameters in Healthy Volunteers. Applied Sciences 2023;13(9):5642 View
  118. Hearn J, Van den Eynde J, Chinni B, Cedars A, Gottlieb Sen D, Kutty S, Manlhiot C. Data Quality Degradation on Prediction Models Generated From Continuous Activity and Heart Rate Monitoring: Exploratory Analysis Using Simulation. JMIR Cardio 2023;7:e40524 View
  119. Siddi S, Bailon R, Giné-Vázquez I, Matcham F, Lamers F, Kontaxis S, Laporta E, Garcia E, Lombardini F, Annas P, Hotopf M, Penninx B, Ivan A, White K, Difrancesco S, Locatelli P, Aguiló J, Peñarrubia-Maria M, Narayan V, Folarin A, Leightley D, Cummins N, Vairavan S, Ranjan Y, Rintala A, de Girolamo G, Simblett S, Wykes T, Myin-Germeys I, Dobson R, Haro J. The usability of daytime and night-time heart rate dynamics as digital biomarkers of depression severity. Psychological Medicine 2023;53(8):3249 View
  120. Hasasneh A, Hijazi H, Talib M, Afadar Y, Nassif A, Nasir Q. Wearable Devices and Explainable Unsupervised Learning for COVID-19 Detection and Monitoring. Diagnostics 2023;13(19):3071 View
  121. Mangalam M, Sadri A, Hayano J, Watanabe E, Kiyono K, Kelty-Stephen D. Multifractal foundations of biomarker discovery for heart disease and stroke. Scientific Reports 2023;13(1) View
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  123. Ruyak S, Roberts M, Chambers S, Ma X, DiDomenico J, De La Garza R, Bakhireva L. The effect of the COVID‐19 pandemic on substance use patterns and physiological dysregulation in pregnant and postpartum women. Alcohol: Clinical and Experimental Research 2023;47(6):1088 View
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  125. Park S, Park J, Choi Y, Shin S, Park J. Prognostic Significance of 24-Hour Ambulatory Blood Pressure and Holter Monitoring in Patients without Atrial Fibrillation. The Ewha Medical Journal 2023;46(3) View
  126. Geangu E, Smith W, Mason H, Martinez-Cedillo A, Hunter D, Knight M, Liang H, del Carmen Garcia de Soria Bazan M, Tse Z, Rowland T, Corpuz D, Hunter J, Singh N, Vuong Q, Abdelgayed M, Mullineaux D, Smith S, Muller B. EgoActive: Integrated Wireless Wearable Sensors for Capturing Infant Egocentric Auditory–Visual Statistics and Autonomic Nervous System Function ‘in the Wild’. Sensors 2023;23(18):7930 View
  127. Kim K, Baek H. Photoplethysmography in Wearable Devices: A Comprehensive Review of Technological Advances, Current Challenges, and Future Directions. Electronics 2023;12(13):2923 View
  128. Ahmed Y, Reddy M, Mederos J, McDermott K, Varma D, Ludwig C, Ahmed I, Khaderi K. Democratizing Health Care in the Metaverse: How Video Games can Monitor Eye Conditions Using the Vision Performance Index. Ophthalmology Science 2024;4(1):100349 View
  129. HIRAI K, FUJIMOTO Y, BAMBA Y, KAGEYAMA Y, IMA H, ICHISE A, SASAKI H, NAKAGAWA R. Continuous Monitoring of Changes in Heart Rate during the Periprocedural Course of Carotid Artery Stenting Using a Wearable Device: A Prospective Observational Study. Neurologia medico-chirurgica 2023;63(11):526 View
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  140. Tran H, Urgessa N, Geethakumari P, Kampa P, Parchuri R, Bhandari R, Alnasser A, Akram A, Kar S, Osman F, Mashat G, Mohammed L. Detection and Diagnostic Accuracy of Cardiac Arrhythmias Using Wearable Health Devices: A Systematic Review. Cureus 2023 View
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  143. Islam B, McElwain N, Li J, Davila M, Hu Y, Hu K, Bodway J, Dhekne A, Roy Choudhury R, Hasegawa-Johnson M. Preliminary Technical Validation of LittleBeats™: A Multimodal Sensing Platform to Capture Cardiac Physiology, Motion, and Vocalizations. Sensors 2024;24(3):901 View
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Books/Policy Documents

  1. Mahloko L, Adebesin F. Responsible Design, Implementation and Use of Information and Communication Technology. View
  2. Gumulski J, Jankowska M, Spinczyk D. Information Technology in Biomedicine. View
  3. Kunhoth J, Subramanian N, Bouridane A. Predicting Heart Failure. View
  4. Mamun A, Alam M, Hasan Z, Das A. The Fourth Industrial Revolution and Beyond. View
  5. Queck D, Albert I, Volkmar G, Malaka R, Herrlich M. Virtual, Augmented and Mixed Reality. View
  6. Angelucci A, Aliverti A. Digital Respiratory Healthcare. View