Published on in Vol 23, No 8 (2021): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/28974, first published .
Diagnostic Accuracy of Smartwatches for the Detection of Cardiac Arrhythmia: Systematic Review and Meta-analysis

Diagnostic Accuracy of Smartwatches for the Detection of Cardiac Arrhythmia: Systematic Review and Meta-analysis

Diagnostic Accuracy of Smartwatches for the Detection of Cardiac Arrhythmia: Systematic Review and Meta-analysis

Authors of this article:

Scarlet Nazarian1 Author Orcid Image ;   Kyle Lam1 Author Orcid Image ;   Ara Darzi1 Author Orcid Image ;   Hutan Ashrafian1 Author Orcid Image

Journals

  1. Hawryszko M, Sławiński G, Kozłowski D, Lewicka E. Apple Watch-guided diagnosis of AVNRT in a pregnant woman—A case report and literature review. Frontiers in Cardiovascular Medicine 2022;9 View
  2. Xintarakou A, Sousonis V, Asvestas D, Vardas P, Tzeis S. Remote Cardiac Rhythm Monitoring in the Era of Smart Wearables: Present Assets and Future Perspectives. Frontiers in Cardiovascular Medicine 2022;9 View
  3. Chakrabarti S, Biswas N, Jones L, Kesari S, Ashili S. Smart Consumer Wearables as Digital Diagnostic Tools: A Review. Diagnostics 2022;12(9):2110 View
  4. Martín-Escudero P, Cabanas A, Dotor-Castilla M, Galindo-Canales M, Miguel-Tobal F, Fernández-Pérez C, Fuentes-Ferrer M, Giannetti R. Are Activity Wrist-Worn Devices Accurate for Determining Heart Rate during Intense Exercise?. Bioengineering 2023;10(2):254 View
  5. Nikolov N, Soloviov O, Burkovskyi Y. Modern capabilities of telebiometric monitoring studies of the functional state of human body. Review. Part I. Wearable technology. Ukrainian Journal of Occupational Health 2022;2022(2):155 View
  6. Cheng T, Jiang F, Li Q, Zeng J, Zhang B. Quantitative Analysis Using Consecutive Time Window for Unobtrusive Atrial Fibrillation Detection Based on Ballistocardiogram Signal. Sensors 2022;22(15):5516 View
  7. Jain S, Jain B, Jain P, Marwaha V. “Technology Proficiency” in Medical Education: Worthiness for Worldwide Wonderful Competency and Sophistication. Advances in Medical Education and Practice 2022;Volume 13:1497 View
  8. Adasuriya G, Haldar S. Remote Monitoring of Cardiac Arrhythmias Using Wearable Digital Technology: Paradigm Shift or Pipe Dream?. European Journal of Arrhythmia & Electrophysiology 2022;8(1):7 View
  9. Selder J, Te Kolste H, Twisk J, Schijven M, Gielen W, Allaart C. Accuracy of a Standalone Atrial Fibrillation Detection Algorithm Added to a Popular Wristband and Smartwatch: Prospective Diagnostic Accuracy Study. Journal of Medical Internet Research 2023;25:e44642 View
  10. Meza C, Juega J, Francisco J, Santos A, Duran L, Rodriguez M, Alvarez-Sabin J, Sero L, Ustrell X, Bashir S, Serena J, Silva Y, Molina C, Pagola J. Accuracy of a Smartwatch to Assess Heart Rate Monitoring and Atrial Fibrillation in Stroke Patients. Sensors 2023;23(10):4632 View
  11. Russo V, Ascrizzi A, Mauriello A. “Narrow-Wide-Narrow” QRS Complex Tachycardia—Beware the Smartwatch Monsters. JAMA Internal Medicine 2023;183(7):726 View
  12. Kakarla J, Crossland D, Murray S, Adhvaryu K, Jansen K, Rybicka J, Hermuzi A, Martin R, Shepherd E, Seller N, Coats L. An unmet need: arrhythmia detection by implantable loop recorder in the systemic right ventricle. Europace 2023;25(11) View
  13. Regis M, Eerikäinen L, Haakma R, van den Heuvel E, Serra P. Model-based detection and classification of premature contractions from photoplethysmography signals. Journal of the Royal Statistical Society Series C: Applied Statistics 2023;72(5):1235 View
  14. Chen M, Li C, Zhang J, Cui X, Tian W, Liao P, Wang Q, Sun J, Luo L, Wu H, Li Y. Cancer and Atrial Fibrillation Comorbidities Among 25 Million Citizens in Shanghai, China: Medical Insurance Database Study. JMIR Public Health and Surveillance 2023;9:e40149 View
  15. Simonson J, Anderson M, Polacek C, Klump E, Haque S. Characterizing Real-World Implementation of Consumer Wearables for the Detection of Undiagnosed Atrial Fibrillation in Clinical Practice: Targeted Literature Review. JMIR Cardio 2023;7:e47292 View
  16. Pekas D, Radaš J, Baić M, Barković I, Čolakovac I. The Use of Wearable Monitoring Devices in Sports Sciences in COVID Years (2020–2022): A Systematic Review. Applied Sciences 2023;13(22):12212 View
  17. Manetas-Stavrakakis N, Sotiropoulou I, Paraskevas T, Maneta Stavrakaki S, Bampatsias D, Xanthopoulos A, Papageorgiou N, Briasoulis A. Accuracy of Artificial Intelligence-Based Technologies for the Diagnosis of Atrial Fibrillation: A Systematic Review and Meta-Analysis. Journal of Clinical Medicine 2023;12(20):6576 View
  18. Mavromoustakou K, Katzouridi S, Soulaidopoulos S, Doundoulakis I, Papadopoulos A, Arsenos P, Sideris S, Dilaveris P, Tsiachris D, Kordalis A, Tsioufis K, Gatzoulis K. The Role of Implantable Loop Recorder in Patients with Cryptogenic Stroke. Heart and Mind 2023;7(3):148 View
  19. Ding M, Yan J, Chao G, Zhang S. Application of artificial intelligence in colorectal cancer screening by colonoscopy: Future prospects (Review). Oncology Reports 2023;50(5) View
  20. Klier K, Koch L, Graf L, Schinköthe T, Schmidt A. Diagnostic Accuracy of Single-Lead Electrocardiograms Using the Kardia Mobile App and the Apple Watch 4: Validation Study. JMIR Cardio 2023;7:e50701 View
  21. Charlton P, Allen J, Bailón R, Baker S, Behar J, Chen F, Clifford G, Clifton D, Davies H, Ding C, Ding X, Dunn J, Elgendi M, Ferdoushi M, Franklin D, Gil E, Hassan M, Hernesniemi J, Hu X, Ji N, Khan Y, Kontaxis S, Korhonen I, Kyriacou P, Laguna P, Lázaro J, Lee C, Levy J, Li Y, Liu C, Liu J, Lu L, Mandic D, Marozas V, Mejía-Mejía E, Mukkamala R, Nitzan M, Pereira T, Poon C, Ramella-Roman J, Saarinen H, Shandhi M, Shin H, Stansby G, Tamura T, Vehkaoja A, Wang W, Zhang Y, Zhao N, Zheng D, Zhu T. The 2023 wearable photoplethysmography roadmap. Physiological Measurement 2023;44(11):111001 View
  22. El Abbaoui A, Sodoyer D, Elbahhar F. Contactless Heart and Respiration Rates Estimation and Classification of Driver Physiological States Using CW Radar and Temporal Neural Networks. Sensors 2023;23(23):9457 View
  23. Tawfik M, Mousa M, Pokawattana A, Jaroonpipatkul S, Dung K. Appropriate application of diagnostics for identifying patients in need of pacemaker therapy. European Heart Journal Supplements 2023;25(Supplement_H):H8 View
  24. Izu L, Scholtz B, Fashoro I. Wearables and Their Potential to Transform Health Management: A Step towards Sustainable Development Goal 3. Sustainability 2024;16(5):1850 View
  25. Mathew J, Mehawej J, Wang Z, Orwig T, Ding E, Filippaios A, Naeem S, Otabil E, Hamel A, Noorishirazi K, Radu I, Saczynski J, McManus D, Tran K. Health behavior outcomes in stroke survivors prescribed wearables for atrial fibrillation detection stratified by age. Journal of Geriatric Cardiology 2024;21(3):323 View
  26. Sheron V, Surenthirakumaran R, Gooden T, Y. H. Lip G, Thomas G, J. Moore D, Nirantharakumar K, Kumarendran B, Subaschandran K, Kanesamoorthy S, Uruthirakumar P, Guruparan M, Iadanza E. Diagnostic accuracy of digital technologies compared with 12-lead ECG in the diagnosis of atrial fibrillation in adults: A protocol for a systematic review. PLOS ONE 2024;19(5):e0301729 View
  27. Roy A, Zenker S, Jain S, Afshari R, Oz Y, Zheng Y, Annabi N. A Highly Stretchable, Conductive, and Transparent Bioadhesive Hydrogel as a Flexible Sensor for Enhanced Real‐Time Human Health Monitoring. Advanced Materials 2024;36(35) View
  28. Doherty C, Baldwin M, Keogh A, Caulfield B, Argent R. Keeping Pace with Wearables: A Living Umbrella Review of Systematic Reviews Evaluating the Accuracy of Consumer Wearable Technologies in Health Measurement. Sports Medicine 2024;54(11):2907 View
  29. van den Beuken W, van Schuppen H, Demirtas D, van Halm V, van der Geest P, Loer S, Schwarte L, Schober P. Investigating Users’ Attitudes Toward Automated Smartwatch Cardiac Arrest Detection: Cross-Sectional Survey Study. JMIR Human Factors 2024;11:e57574 View
  30. Köhler C, Bartschke A, Fürstenau D, Schaaf T, Salgado-Baez E. The Value of Smartwatches in the Health Care Sector for Monitoring, Nudging, and Predicting: Viewpoint on 25 Years of Research. Journal of Medical Internet Research 2024;26:e58936 View
  31. Tulcanaza Ochoa G, Cisneros Clavijo P, Meza Tonato J, Placencia Guartatanga P, Manzano Vela M, Nieto Nuñez F, Viñan Andino A, Parrales Ponce N. Efficacy of wearable cardiac monitoring devices versus traditional methods in detecting atrial fibrillation: a systematic review and meta-analysis. Salud, Ciencia y Tecnología 2024;4 View
  32. Vyas R, Jain S, Thakre A, Thotamgari S, Raina S, Brar V, Sengupta P, Agrawal P. Smart watch applications in atrial fibrillation detection: Current state and future directions. Journal of Cardiovascular Electrophysiology 2024 View
  33. Avidan Y, Tabachnikov V, Danon A, Schliamser J. Polymorphic Ventricular Tachycardia Detected by a Smartwatch in a Patient With Recurrent Syncope. JACC: Case Reports 2024;29(19):102606 View
  34. Guarnieri G, Mapelli M, Moltrasio M, Agostoni P, Tondo C. Connected health: Ventricular tachycardia detection with Apple Watch–A case report. Heliyon 2024;10(23):e40595 View
  35. Chandrasekaran R, Sharma P, Moustakas E. Exploring Disparities in Healthcare Wearable Use among Cardiovascular Patients: Findings from a National Survey. Reviews in Cardiovascular Medicine 2023;24(11) View
  36. Zhang Y, Xiong T, Yang X, Chen D, Li Y, Bao Y, Chen M. Ambulatory Smartwatch ECG Monitoring among Patients Undergoing Transcatheter Aortic Valve Replacement Early after Discharge: An Observational Study. Reviews in Cardiovascular Medicine 2023;24(1) View

Books/Policy Documents

  1. Hassemer M, Cudjoe E, Dohn J, Kredel C, Lietz Y, Luderschmidt J, Mohr L, Staab S. Intelligent Systems and Applications. View