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

Viewpoints and Proposals (10) Viewpoints and Perspectives (1396) Telehealth and Telemonitoring (3062) Decision Support for Health Professionals (2222) Wearable Devices and Sensors (1577) Mobile Apps for Cardiology (226) Cardiac Arrhythmia, Atrial Fibrillation (141)

Published on in Vol 9 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/62719, first published .
Elderly man's hand wearing a smartwatch and touching the screen.

Wearable Electrocardiogram Technology: Help or Hindrance to the Modern Doctor?

Wearable Electrocardiogram Technology: Help or Hindrance to the Modern Doctor?

Authors of this article:

Samuel Smith1, 2 Author Orcid Image ;   Shalisa Maisrikrod2, 3 Author Orcid Image
Article Authors Cited by (12) Tweetations Metrics

Journals

  1. Khan B, Khan W, Masrur M, Khalid R, Awais M, Khan B, Khoo B, Abdullah S. Hybrid sensor integration in wearable devices for improved cardiovascular health monitoring. Journal of Science: Advanced Materials and Devices 2025;10(2):100889 View
  2. Bartusik-Aebisher D, Rogóż K, Aebisher D. Artificial Intelligence and ECG: A New Frontier in Cardiac Diagnostics and Prevention. Biomedicines 2025;13(7):1685 View
  3. Flores-Castañeda R, Olaya-Cotera S, Iparraguirre-Villanueva O. Exploring wearable technologies for health monitoring: a systematic review of applications, advantages and disadvantages. Neural Computing and Applications 2025;37(33):27957 View
  4. Khan B, Khalid R, Masrur M, Awais M, Khan B, Khoo B. Next-generation wearable ECG systems: Soft materials, AI integration, and personalized healthcare applications. Chemical Engineering Journal 2025;525:170117 View
  5. Dave A, Dave A, Moussa I. The Evolving Role of Artificial Intelligence and Machine Learning in the Wearable Electrocardiogram: A Primer on Wearable-Enabled Prediction of Cardiac Dysfunction. Bioengineering 2026;13(2):167 View
  6. Liu G, Ma W, Zhang H, Zhao Y, Zhang Y. From data to action: Wearable AI for personalized proactive health. The Innovation Medicine 2026;4(2):100209 View
  7. Szymon Janczarski , Aleksandra Banaś , Dominika Sarna , Piotr Widera , Maciej Michalik , Klaudia Kwolek , Marcel Pilarek , Wiktoria Laskowska , Filip Basta , Hubert Dacyl . WEARABLE TECHNOLOGIES FOR ATRIAL FIBRILLATION: A NARRATIVE REVIEW OF DIAGNOSTIC ACCURACY, CLINICAL INTEGRATION, AND THE MANAGEMENT OF SILENT ARRHYTHMIAS. International Journal of Innovative Technologies in Social Science 2026;3(1(49)) View
  8. Fan S, Zhang D, Wang Y, Geng S, Lu K, Sang M, Xu W, Wang H, Zhao Q, Cheng C, Wang P, Hong S. Multicenter real world validation of on device single lead ECG parameters for remote cardiac assessment. npj Cardiovascular Health 2026;3(1) View
  9. Naeem M. Battery-aware approximate wireless telemetry framework for resilient wearable ECG monitoring under extreme power constraints. Scientific Reports 2026;16(1) View
  10. Wei W, Cheng F, Li J, Xu M, Liao C. Portable Point-of-Care Testing Devices for Cardiovascular Disease Monitoring. Analytical Chemistry 2026;98(32):23359 View

Books/Policy Documents

  1. Badnjević A, Spahić L. Biomedical Signals and Systems. View

Conference Proceedings

  1. Keys R, O'Kane A, Marshall P, Stuart G. Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems. Uncertainty and Risk at the Point of Care: Implications of Patient-Generated ECGs and Algorithmic Interpretations for Clinical Decision Making View