Advanced search
Publication Cover
Expert Review of Precision Medicine and Drug Development
Personalized medicine in drug development and clinical practice
Volume 5, 2020 - Issue 3
Submit an article Journal homepage
1,079
Views
0
CrossRef citations to date
0
Altmetric
Editorial

Artificial intelligence-enabled electrocardiogram: can we identify patients with unrecognized atrial fibrillation?

Anthony H. Kashoua Department of Medicine, Mayo Clinic, Rochester, MN, USAView further author information
,
Itzhak Zachi Attiab Division of Cardiovascular Diseases, Mayo Clinic, RochesterMN, USAView further author information
,
Xiaoxi Yaoc Robert D. And Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USAView further author information
,
Paul A. Friedmanb Division of Cardiovascular Diseases, Mayo Clinic, RochesterMN, USAView further author information
&
Peter A. Noseworthyb Division of Cardiovascular Diseases, Mayo Clinic, RochesterMN, USACorrespondence[email protected]
View further author information
Pages 119-121 | Received 23 Dec 2019, Accepted 25 Feb 2020, Published online: 04 Mar 2020

References

  • Benjamin EJ, Wolf PA, D’Agostino RB, et al. Impact of atrial fibrillation on the risk of death the Framingham heart study. Circulation. 1998;98(10):946–952.
  • Chugh SS, Havmoeller R, Narayanan K, et al. Worldwide epidemiology of atrial fibrillation: a global burden of disease 2010 study. Circulation. 2014;129(8):837–847.
  • Turakhia MP, Shafrin J, Bognar K, et al. Estimated prevalence of undiagnosed atrial fibrillation in the United States. PloS One. 2018;13(4):e0195088.
  • Zoni-Berisso M, Lercari F, Carazza T, et al. Epidemiology of atrial fibrillation: European perspective. Clin Epidemiol. 2014;6:213–220.
  • Li L, Yiin GS, Geraghty OC, et al. Incidence, outcome, risk factors, and long-term prognosis of cryptogenic transient ischaemic attack and ischaemic stroke: a population-based study. Lancet Neurol. 2015;14(9):903–913.
  • Sahay S, Nombela-Franco L, Rodes-Cabau J, et al. Efficacy and safety of left atrial appendage closure versus medical treatment in atrial fibrillation: a network meta-analysis from randomized trials. Heart. 2017;103(2):139–147.
  • Primo J, Gonclaves H, Macedo A, et al. Prevalence of paroxysmal atrial fibrillation in a population assessed by continuous 24-hour monitoring. Rev Port Cardiol. 2017;36(7–8):535–546.
  • Hart RG, Sharma M, Mundl H, et al. Rivaroxaban for stroke prevention after embolic stroke of undetermined source. N Engl J Med. 2018;378(23):2191–2201.
  • Diener HC, Sacco RL, Easton JD, et al. Dabigatran for prevention of stroke after embolic stroke of undetermined source. N Engl J Med. 2019;380(20):1906–1917.
  • Attia ZI, Noseworthy PA, Lopez-Jimenez F, et al. An artificial intelligence-enabled ECG algorithm for the identification of patients with atrial fibrillation during sinus rhythm: a retrospective analysis of outcome prediction. Lancet. 2019;394(10201):861–867.
  • Bellotti P, Spirito P, Lupi G, et al. Left atrial appendage function assessed by transesophageal echocardiography before and on the day after elective cardioversion for nonvalvular atrial fibrillation. Am J Cardiol. 1998;81(10):1199–1202.
  • Warraich H, Gandhavadi M, Manning WJ. Mechanical discordance of the left atrium and appendage: a novel mechanism of stroke in paroxysmal atrial fibrillation. Stroke. 2014;45(5):1481–1484.
  • Kashou AH, Rabinstein AA, Attia IZ, et al. Recurrent cryptogenic stroke: a potential role for an artificial intelligence-enabled electrocardiogram? HeartRhythm Case Rep. 2020.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.