Korean Circulation Journal

  • 제53권11호
  • /
  • Pages.772-774
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  • 2023
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  • 1738-5520(pISSN)
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  • 1738-5555(eISSN)
대한심장학회 (The Korean Society of Cardiology)
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Artificial Intelligence-enhanced Electrocardiogram for Atrial Fibrillation in Embolic Stroke With Undetermined Source: Heroic Detective or Overfitting Alarm?

  • Yong-Soo Baek (Division of Cardiology, Department of Internal Medicine, Inha University College of Medicine and Inha University Hospital)
  • 투고 : 2023.10.18
  • 심사 : 2023.10.20
  • 발행 : 2023.11.01
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참고문헌

  1. Ntaios G. Embolic stroke of undetermined source: JACC review topic of the week. J Am Coll Cardiol 2020;75:333-40.
  2. Freedman B, Kamel H, Van Gelder IC, Schnabel RB. Atrial fibrillation: villain or bystander in vascular brain injury. Eur Heart J Suppl 2020;22:M51-9.
  3. Jeon KH, Jang JH, Kang S, et al. Identifying atrial fibrillation with sinus rhythm electrocardiogram in embolic stroke of undetermined source: a validation study with insertable cardiac monitors. Korean Circ J 2023;53:758-71.
  4. Hart RG, Sharma M, Mundl H, et al. Rivaroxaban for stroke prevention after embolic stroke of undetermined source. N Engl J Med 2018;378:2191-201.
  5. Diener HC, Sacco RL, Easton JD, et al. Dabigatran for prevention of stroke after embolic stroke of undetermined source. N Engl J Med 2019;380:1906-17.
  6. Schwamm LH, Kamel H, Granger CB, et al. Predictors of atrial fibrillation in patients with stroke attributed to large- or small-vessel disease: a prespecified secondary analysis of the STROKE AF randomized clinical trial. JAMA Neurol 2023;80:99-103.
  7. 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;394:861-7.
  8. Baek YS, Lee SC, Choi W, Kim DH. A new deep learning algorithm of 12-lead electrocardiogram for identifying atrial fibrillation during sinus rhythm. Sci Rep 2021;11:12818.
  9. Noseworthy PA, Attia ZI, Behnken EM, et al. Artificial intelligence-guided screening for atrial fibrillation using electrocardiogram during sinus rhythm: a prospective non-randomised interventional trial. Lancet 2022;400:1206-12.
  10. Nakamura T, Aiba T, Shimizu W, Furukawa T, Sasano T. Prediction of the presence of ventricular fibrillation from a Brugada electrocardiogram using artificial intelligence. Circ J 2023;87:1007-14.