Research map: Smartwatch and Wearable Detection of Atrial Fibrillation: Current Evidence and Clinical Implications

Back to the article

Papers in this map

  1. Atrial fibrillation as an independent risk factor for stroke: the Framingham Study. · Philip A. Wolf · 1991 · 7523 citations · Cited by this paper
  2. Wearable detection of atrial fibrillation: Absence of evidence or evidence for adoption? · Timothy Nathan Kwan · 2026 · Cites this paper
  3. Acute coronary-occlusion myocardial infarctions: performance of the STEMI criteria and evolving alternative approaches · 2025 · Related
  4. Meta-analysis: Antithrombotic Therapy to Prevent Stroke in Patients Who Have Nonvalvular Atrial Fibrillation · Robert G. Hart · 2007 · 4828 citations · Cited by this paper
  5. Artificial intelligence in echocardiography for valvular heart disease · 2026 · Related
  6. 2024 ESC Guidelines for the management of atrial fibrillation developed in collaboration with the European Association for Cardio-Thoracic Surgery (EACTS) · Isabelle C. Van Gelder · 2024 · 2934 citations · Cited by this paper
  7. Sleep enters the cardiovascular equation · 2026 · Related
  8. Large-Scale Assessment of a Smartwatch to Identify Atrial Fibrillation · Marco Valentin Perez · 2019 · 1959 citations · Cited by this paper
  9. Targeting rotors in ventricular fibrillation: Molecular mechanisms and future therapeutic strategies · 2026 · Related
  10. 2023 ACC/AHA/ACCP/HRS Guideline for the Diagnosis and Management of Atrial Fibrillation · José A. Joglar · 2023 · 892 citations · Cited by this paper
  11. The implantable cardioverter-defibrillators at the end of life: a double-edged sword of a life-saving technology · 2025 · Related
  12. Implantable loop recorder detection of atrial fibrillation to prevent stroke (The LOOP Study): a randomised controlled trial · Jesper Hastrup Svendsen · 2021 · 549 citations · Cited by this paper
  13. Response to: Comment on “Advancing personalised care in atrial fibrillation and stroke: The potential impact of AI from prevention to rehabilitation” (TCM-D-26-00198) · 2026 · Related
  14. Screening for Atrial Fibrillation · Ben Freedman · 2017 · 546 citations · Cited by this paper
  15. Dilated cardiomyopathy in primary aldosteronism: A state-of-the-art of mechanistic insights, therapeutic strategies, and future perspectives · 2025 · Related
  16. Mobile Photoplethysmographic Technology to Detect Atrial Fibrillation · Yutao Guo · 2019 · 503 citations · Cited by this paper
  17. Impact of smoking from childhood associated with greater risk of cardiac damage · 2025 · Related
  18. Apixaban for Stroke Prevention in Subclinical Atrial Fibrillation · Jeff S. Healey · 2023 · 448 citations · Cited by this paper
  19. Arrhythmias in patients with cancer: Pathophysiology, risk stratification and clinical implications · 2026 · Related
  20. Anticoagulation with Edoxaban in Patients with Atrial High-Rate Episodes · Paulus F. Kirchhof · 2023 · 413 citations · Cited by this paper
  21. Comment on “advancing personalised care in atrial fibrillation and stroke: The potential impact of AI from prevention to rehabilitation” · 2026 · Related
  22. Detection of Atrial Fibrillation in a Large Population Using Wearable Devices: The Fitbit Heart Study · Steven A. Lubitz · 2022 · 358 citations · Cited by this paper
  23. Direct Oral Anticoagulants for Stroke Prevention in Patients With Device-Detected Atrial Fibrillation: A Study-Level Meta-Analysis of the NOAH-AFNET 6 and ARTESiA Trials · William F. McIntyre · 2023 · 242 citations · Cited by this paper
  24. Global burden of atrial fibrillation/atrial flutter and its attributable risk factors from 1990 to 2021 · Siyuan Cheng · 2024 · 241 citations · Cited by this paper
  25. Clinical Validation of 5 Direct-to-Consumer Wearable Smart Devices to Detect Atrial Fibrillation · Diego Mannhart · 2023 · 171 citations · Cited by this paper
  26. Mobile Phone–Based Use of the Photoplethysmography Technique to Detect Atrial Fibrillation in Primary Care: Diagnostic Accuracy Study of the FibriCheck App · Tine Proesmans · 2018 · 145 citations · Cited by this paper
  27. Screening for Atrial Fibrillation in Older Adults at Primary Care Visits: VITAL-AF Randomized Controlled Trial · Steven A. Lubitz · 2022 · 127 citations · Cited by this paper
  28. US Preventive Services Task Force Recommendation Statement on Screening for Atrial Fibrillation—Reply · Karina W. Davidson · 2022 · 125 citations · Cited by this paper
  29. Prospective blinded Evaluation of the smartphone-based AliveCor Kardia ECG monitor for Atrial Fibrillation detection: The PEAK-AF study · Felix Konrad Wegner · 2019 · 82 citations · Cited by this paper
  30. Effect of Screening for Undiagnosed Atrial Fibrillation on Stroke Prevention · Renato D. Lópes · 2024 · 48 citations · Cited by this paper
  31. Does early detection of atrial fibrillation reduce the risk of thromboembolic events? Rationale and design of the Heartline study · Charles Michael Gibson · 2023 · 46 citations · Cited by this paper
  32. Accuracy, Usability, and Adherence of Smartwatches for Atrial Fibrillation Detection in Older Adults After Stroke: Randomized Controlled Trial · Eric Ding · 2023 · 36 citations · Cited by this paper
  33. Cluster randomised controlled trial of screening for atrial fibrillation in people aged 70 years and over to reduce stroke: protocol for the pilot study for the SAFER trial · Kate M Williams · 2022 · 30 citations · Cited by this paper
  34. Accuracy of Smartwatches in the Detection of Atrial Fibrillation · Nelson Ivan Barrera · 2025 · 25 citations · Cited by this paper
  35. Future Innovations in Novel Detection for Atrial Fibrillation (FIND-AF): pilot study of an electronic health record machine learning algorithm-guided intervention to identify undiagnosed atrial fibrillation · Ramesh Nadarajah · 2023 · 22 citations · Cited by this paper
  36. Enhanced Detection and Prompt Diagnosis of Atrial Fibrillation Using Apple Watch · Nicole J. van Steijn · 2026 · 20 citations · Cited by this paper
  37. External validation of a machine learning-based classification algorithm for ambulatory heart rhythm diagnostics in pericardioversion atrial fibrillation patients using smartphone photoplethysmography: the SMARTBEATS-ALGO study · Jonatan Fernstad · 2025 · 9 citations · Cited by this paper
  38. Characterizing Real-World Implementation of Consumer Wearables for the Detection of Undiagnosed Atrial Fibrillation in Clinical Practice: Targeted Literature Review · Julie K Simonson · 2023 · 5 citations · Cited by this paper
  39. Performance of Single-Lead Handheld Electrocardiograms for Atrial Fibrillation Screening in Primary Care · Shaan S. Khurshid · 2023 · 4 citations · Cited by this paper

Source: OpenAlex (CC0)