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

Digital Health Reviews (1724) JMIR Theme Issue: COVID-19 Special Issue (2554) Wearable Devices and Sensors (1133) Mobile Health (mhealth) (3464)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/47112, first published .
Wearable Devices to Diagnose and Monitor the Progression of COVID-19 Through Heart Rate Variability Measurement: Systematic Review and Meta-Analysis

Wearable Devices to Diagnose and Monitor the Progression of COVID-19 Through Heart Rate Variability Measurement: Systematic Review and Meta-Analysis

Wearable Devices to Diagnose and Monitor the Progression of COVID-19 Through Heart Rate Variability Measurement: Systematic Review and Meta-Analysis

Authors of this article:

Carlos Alberto Sanches1 Author Orcid Image ;   Graziella Alves Silva1 Author Orcid Image ;   Andre Felipe Henriques Librantz1 Author Orcid Image ;   Luciana Maria Malosa Sampaio1 Author Orcid Image ;   Peterson Adriano Belan1 Author Orcid Image
Article Authors Cited by (12) Tweetations (6) Metrics

Journals

  1. Keshmiri S, Tomonaga S, Mizutani H, Doya K. Respiratory modulation of the heart rate: A potential biomarker of cardiorespiratory function in human. Computers in Biology and Medicine 2024;173:108335 View
  2. Oscoz-Ochandorena S, Legarra-Gorgoñon G, García-Alonso Y, García-Alonso N, Izquierdo M, Ramírez-Vélez R. Reduced autonomic function in patients with long-COVID-19 syndrome is mediated by cardiorespiratory fitness. Current Problems in Cardiology 2024;49(9):102732 View
  3. Khan B, Talha Khalid R, Ul Wara K, Hasan Masrur M, Khan S, Khan W, Amara U, Abdullah S. Reshaping the healthcare world by AI-integrated wearable sensors following COVID-19. Chemical Engineering Journal 2025;505:159478 View
  4. Wyatt B, Forstmann N, Badier N, Hamy A, De Larochelambert Q, Antero J, Danino A, Vercamer V, De Villele P, Vittrant B, Lanz T, Reyal F, Toussaint J, Delrieu L. Changes in physical activity, heart rate and sleep during the COVID-19 pandemic in 34 countries: A retrospective analysis using activity trackers (Preprint). Journal of Medical Internet Research 2024 View
  5. Belenkov Y, Kozhevnikova M, Khabarova N, Ilgisonis I, Korobkova E. The Role of Artificial Intelligence in Cardiology. Kardiologiia 2025;65(2):3 View
  6. Zheng X, Liu Z, Liu J, Hu C, Du Y, Li J, Pan Z, Ding K. Advancing Sports Cardiology: Integrating Artificial Intelligence with Wearable Devices for Cardiovascular Health Management. ACS Applied Materials & Interfaces 2025;17(12):17895 View
  7. Ramezani R, Zhang W, Cao M, Bui A, Petruse A, Weldon A, Naeim A. Remote Patient Monitoring for Global Emergencies: Case Study in Patients With COVID-19. JMIR Formative Research 2025;9:e66773 View
  8. Sanches C, Librantz A, Sampaio L, Belan P. Classification of Individuals With COVID-19 and Post–COVID-19 Condition and Healthy Controls Using Heart Rate Variability: Machine Learning Study With a Near–Real-Time Monitoring Component. Journal of Medical Internet Research 2025;27:e76613 View
  9. Blalock A, Brown J, Vondrasek J, Cross B, Grosicki G, Flatt A. Associations between morning heart rate variability and ambulatory blood pressure characteristics in young adults. Chronobiology International 2025;42(9):1207 View
  10. Kahsay H, Berhie G, Cecchetti A. Assessing the Impact of Healthcare Wearables on Improving Health Disparities in Minority Communities in Mississippi. Science, Technology & Public Policy 2025;9(2):71 View
  11. Khan A, Duncan D. Remote Patient Monitoring Applications in Healthcare: Lessons from COVID-19 and Beyond. Electronics 2025;14(15):3084 View
  12. Młynarska E, Hossa K, Krupińska N, Pietruszewska H, Przybylak A, Włudyka K, Rysz J, Franczyk B. Atrial Fibrillation in COVID-19: Mechanisms, Clinical Impact, and Monitoring Strategies. Biomedicines 2025;13(12):2889 View