This paper is in the following e-collection/theme issue:

Wearable Devices and Sensors (903) Fitness Trackers and Smart Pedometers/Accelerometers (571) Novel Sensors and Data Acquisition Methods in Cardiology (200)

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

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/10828, 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
Article Authors Cited by (196) Tweetations (51) Metrics

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  113. Chib A, Lin S, Li C. Wearables for Health Promotion: An Interdisciplinary Review. SSRN Electronic Journal 2022 View
  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
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  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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  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
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  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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  131. Carreño A, Fontdecaba E, Izquierdo A, Enciso O, Daunis-i-Estadella P, Mateu-Figueras G, Palarea-Albaladejo J, Gascon M, Vendrell C, Lloveras M, San J, Gómez S, Minuto S, Lloret J. Blue prescription: A pilot study of health benefits for oncological patients of a short program of activities involving the sea. Heliyon 2023;9(7):e17713 View
  132. Scardulla F, Cosoli G, Spinsante S, Poli A, Iadarola G, Pernice R, Busacca A, Pasta S, Scalise L, D'Acquisto L. Photoplethysmograhic sensors, potential and limitations: Is it time for regulation? A comprehensive review. Measurement 2023;218:113150 View
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  135. Kim C, Song J, Kim S. Validation of Wearable Digital Devices for Heart Rate Measurement During Exercise Test in Patients With Coronary Artery Disease. Annals of Rehabilitation Medicine 2023;47(4):261 View
  136. Ibrahim N, Rampal S, Lee W, Pek E, Suhaimi A. Evaluation of Wrist-Worn Photoplethysmography Trackers with an Electrocardiogram in Patients with Ischemic Heart Disease: A Validation Study. Cardiovascular Engineering and Technology 2024;15(1):12 View
  137. Nobari H, Banihashemi M, Saedmocheshi S, Prieto-González P, Oliveira R. Overview of the impact of sleep monitoring on optimal performance, immune system function and injury risk reduction in athletes: A narrative review. Science Progress 2023;106(4) View
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  139. Wang T, Wu H, Wang W, Chen C, Chien W, Chu C, Wu Y. Assessment of Heart Rate Monitoring During Exercise With Smart Wristbands and a Heart Rhythm Patch: Validation and Comparison Study. JMIR Formative Research 2023;7:e52519 View
  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
  141. Ahmed S, Yoon S, Cho S. A public dataset of dogs vital signs recorded with ultra wideband radar and reference sensors. Scientific Data 2024;11(1) View
  142. Babu M, Lautman Z, Lin X, Sobota M, Snyder M. Wearable Devices: Implications for Precision Medicine and the Future of Health Care. Annual Review of Medicine 2024;75(1):401 View
  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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  147. Zhang H, Shen L. Thermal preference effects on physiological responses and bedding system insulation selection during good quality sleep in the transitional season. Building and Environment 2024;253:111302 View
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  151. Lung S, Tsou M, Cheng C, Setyawati W. Peaks, sources, and immediate health impacts of PM2.5 and PM1 exposure in Indonesia and Taiwan with microsensors. Journal of Exposure Science & Environmental Epidemiology 2024 View
  152. Kapadia V, Kawakami M, Strand M, Hurst C, Spencer A, Schmölzer G, Rabi Y, Wyllie J, Weiner G, Liley H, Wyckoff M. Fast and accurate newborn heart rate monitoring at birth: A systematic review. Resuscitation Plus 2024;19:100668 View
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  155. Gravesteijn A, Ouwerkerk M, Eijssen I, Beckerman H, De Groot V. Perceived and physiological strains of societal participation in people with multiple sclerosis: a real-time assessment study. Journal of Rehabilitation Medicine 2024;56:jrm40838 View
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  157. Caserman P, Yum S, Göbel S, Reif A, Matura S. Assessing the Accuracy of Smartwatch-Based Estimation of Maximum Oxygen Uptake Using the Apple Watch Series 7: Validation Study. JMIR Biomedical Engineering 2024;9:e59459 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
  7. Chari P, Harish A, Armouti A, Vilesov A, Sarda S, Jalilian L, Kadambi A. Computer Vision – ECCV 2024. View
  8. Carey M. The Cambridge Handbook of Research Methods and Statistics for the Social and Behavioral Sciences. View