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

Viewpoints and Perspectives (484) Mobile Health (mhealth) (2765) Wearable Devices and Sensors (818) Novel Sensors and Data Acquisition Methods in Cardiology (190)

Published on in Vol 20, No 7 (2018): July

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/10108, first published .
Methodological Shortcomings of Wrist-Worn Heart Rate Monitors Validations

Methodological Shortcomings of Wrist-Worn Heart Rate Monitors Validations

Methodological Shortcomings of Wrist-Worn Heart Rate Monitors Validations

Authors of this article:

Francesco Sartor1 Author Orcid Image ;   Gabriele Papini2 Author Orcid Image ;   Lieke Gertruda Elisabeth Cox1 Author Orcid Image ;   John Cleland3 Author Orcid Image
Article Authors Cited by (29) Tweetations (13) Metrics

Journals

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  2. Müller A, Wang N, Yao J, Tan C, Low I, Lim N, Tan J, Tan A, Müller-Riemenschneider F. Heart Rate Measures From Wrist-Worn Activity Trackers in a Laboratory and Free-Living Setting: Validation Study. JMIR mHealth and uHealth 2019;7(10):e14120 View
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  6. Chow H, Yang C. Accuracy of Optical Heart Rate Sensing Technology in Wearable Fitness Trackers for Young and Older Adults: Validation and Comparison Study. JMIR mHealth and uHealth 2020;8(4):e14707 View
  7. Nelson B, Allen N. Accuracy of Consumer Wearable Heart Rate Measurement During an Ecologically Valid 24-Hour Period: Intraindividual Validation Study. JMIR mHealth and uHealth 2019;7(3):e10828 View
  8. Loncar-Turukalo T, Zdravevski E, Machado da Silva J, Chouvarda I, Trajkovik V. Literature on Wearable Technology for Connected Health: Scoping Review of Research Trends, Advances, and Barriers. Journal of Medical Internet Research 2019;21(9):e14017 View
  9. Tamura T. Current progress of photoplethysmography and SPO2 for health monitoring. Biomedical Engineering Letters 2019;9(1):21 View
  10. Smith K, Mason T, Juarascio A, Schaefer L, Crosby R, Engel S, Wonderlich S. Moving beyond self‐report data collection in the natural environment: A review of the past and future directions for ambulatory assessment in eating disorders. International Journal of Eating Disorders 2019;52(10):1157 View
  11. Albergoni A, Hettinga F, Stut W, Sartor F. Factors Influencing Walking and Exercise Adherence in Healthy Older Adults Using Monitoring and Interfacing Technology: Preliminary Evidence. International Journal of Environmental Research and Public Health 2020;17(17):6142 View
  12. Mühlen J, Stang J, Lykke Skovgaard E, Judice P, Molina-Garcia P, Johnston W, Sardinha L, Ortega F, Caulfield B, Bloch W, Cheng S, Ekelund U, Brønd J, Grøntved A, Schumann M. Recommendations for determining the validity of consumer wearable heart rate devices: expert statement and checklist of the INTERLIVE Network. British Journal of Sports Medicine 2021;55(14):767 View
  13. Patel V, Orchanian-Cheff A, Wu R. Evaluating the Validity and Utility of Wearable Technology for Continuously Monitoring Patients in a Hospital Setting: Systematic Review. JMIR mHealth and uHealth 2021;9(8):e17411 View
  14. Mestrom E, Deneer R, Bonomi A, Margarito J, Gelissen J, Haakma R, Korsten H, Scharnhorst V, Bouwman R. Validation of Heart Rate Extracted From Wrist-Based Photoplethysmography in the Perioperative Setting: Prospective Observational Study. JMIR Cardio 2021;5(2):e27765 View
  15. Nissen M, Slim S, Jäger K, Flaucher M, Huebner H, Danzberger N, Fasching P, Beckmann M, Gradl S, Eskofier B. Heart Rate Measurement Accuracy of Fitbit Charge 4 and Samsung Galaxy Watch Active2: Device Evaluation Study. JMIR Formative Research 2022;6(3):e33635 View
  16. Sheon A, Van Winkle B, Solad Y, Atreja A. An Algorithm for Digital Medicine Testing: A NODE.Health Perspective Intended to Help Emerging Technology Companies and Healthcare Systems Navigate the Trial and Testing Period prior to Full-Scale Adoption. Digital Biomarkers 2018;2(3):139 View
  17. Hoevenaars D, Yocarini I, Paraschiakos S, Holla J, de Groot S, Kraaij W, Janssen T. Accuracy of Heart Rate Measurement by the Fitbit Charge 2 During Wheelchair Activities in People With Spinal Cord Injury: Instrument Validation Study. JMIR Rehabilitation and Assistive Technologies 2022;9(1):e27637 View
  18. Giggins O, Doyle J, Smith S, Crabtree D, Fraser M. Measurement of Heart Rate Using the Withings ScanWatch Device During Free-living Activities: Validation Study. JMIR Formative Research 2022;6(9):e34280 View
  19. Goergen C, Tweardy M, Steinhubl S, Wegerich S, Singh K, Mieloszyk R, Dunn J. Detection and Monitoring of Viral Infections via Wearable Devices and Biometric Data. Annual Review of Biomedical Engineering 2022;24(1):1 View
  20. McLean M, Weaver R, Lane A, Smith M, Parker H, Stone B, McAninch J, Matolak D, Burkart S, Chandrashekhar M, Armstrong B. A Sliding Scale Signal Quality Metric of Photoplethysmography Applicable to Measuring Heart Rate across Clinical Contexts with Chest Mounting as a Case Study. Sensors 2023;23(7):3429 View
  21. McLean M, Chandrashekhar M, Weaver R, Lane-Cordova A, Smith M, Porceng G, Stone B, McAninch J, Armstrong B. A Robust Metric of Heart Rate Signal Quality Using Chest Mounted Photoplethysmography. SSRN Electronic Journal 2022 View
  22. 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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  24. Shen L, Wang Z, Xiao K, Teng C, Kumar S, Li X, Min R. WaveFlex Sensor: Advancing Wearable Cardiorespiratory Monitoring With Flexible Wave-Shaped Polymer Optical Fiber. IEEE Journal of Selected Topics in Quantum Electronics 2024;30(3: Flexible Optoelectronics):1 View
  25. Lima C, Bertocco F, de Oliveira J, de Souza T, da Silva E, Von Zuben F. Assessment of Samsung Galaxy Watch4 PPG-Based Heart Rate During Light-to-Vigorous Physical Activities. IEEE Sensors Letters 2024;8(7):1 View