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Artificial Intelligence-enhanced Electrocardiogram for Atrial Fibrillation in Embolic Stroke With Undetermined Source: Heroic Detective or Overfitting Alarm?

作者信息

Baek Yong-Soo

机构信息

Division of Cardiology, Department of Internal Medicine, Inha University College of Medicine and Inha University Hospital, Incheon, Korea.

School of Computer Science, University of Birmingham, Birmingham, United Kingdom.

出版信息

Korean Circ J. 2023 Nov;53(11):772-774. doi: 10.4070/kcj.2023.0231.

DOI:10.4070/kcj.2023.0231
PMID:37973387
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10654416/
Abstract
摘要

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本文引用的文献

1
Identifying Atrial Fibrillation With Sinus Rhythm Electrocardiogram in Embolic Stroke of Undetermined Source: A Validation Study With Insertable Cardiac Monitors.利用窦性心律心电图识别不明来源栓塞性卒中患者的心房颤动：一项可植入式心脏监测器的验证研究
Korean Circ J. 2023 Nov;53(11):758-771. doi: 10.4070/kcj.2023.0009.
2
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.大血管病变或小血管病变引起的卒中患者中房颤的预测因素：STROKE AF 随机临床试验的预先指定的二次分析。
JAMA Neurol. 2023 Jan 1;80(1):99-103. doi: 10.1001/jamaneurol.2022.4038.
3
Prediction of the Presence of Ventricular Fibrillation From a Brugada Electrocardiogram Using Artificial Intelligence.基于人工智能的 Brugada 心电图预测心室颤动的发生。
Circ J. 2023 Jun 23;87(7):1007-1014. doi: 10.1253/circj.CJ-22-0496. Epub 2022 Nov 12.
4
Artificial intelligence-guided screening for atrial fibrillation using electrocardiogram during sinus rhythm: a prospective non-randomised interventional trial.人工智能引导窦性心律心电图心房颤动筛查：一项前瞻性非随机干预性试验。
Lancet. 2022 Oct 8;400(10359):1206-1212. doi: 10.1016/S0140-6736(22)01637-3. Epub 2022 Sep 27.
5
A new deep learning algorithm of 12-lead electrocardiogram for identifying atrial fibrillation during sinus rhythm.一种新的 12 导联心电图深度学习算法，用于在窦性节律期间识别心房颤动。
Sci Rep. 2021 Jun 17;11(1):12818. doi: 10.1038/s41598-021-92172-5.
6
Atrial fibrillation: villain or bystander in vascular brain injury.心房颤动：血管性脑损伤中的“反派”还是“旁观者”？
Eur Heart J Suppl. 2020 Dec 6;22(Suppl M):M51-M59. doi: 10.1093/eurheartj/suaa166. eCollection 2020 Nov.
7
Embolic Stroke of Undetermined Source: JACC Review Topic of the Week.不明来源栓塞性脑卒中：JACC 本周专题评论
J Am Coll Cardiol. 2020 Jan 28;75(3):333-340. doi: 10.1016/j.jacc.2019.11.024.
8
An artificial intelligence-enabled ECG algorithm for the identification of patients with atrial fibrillation during sinus rhythm: a retrospective analysis of outcome prediction.一种基于人工智能的心电图算法，用于在窦性心律期间识别房颤患者：对结局预测的回顾性分析。
Lancet. 2019 Sep 7;394(10201):861-867. doi: 10.1016/S0140-6736(19)31721-0. Epub 2019 Aug 1.
9
Dabigatran for Prevention of Stroke after Embolic Stroke of Undetermined Source.达比加群酯预防来源不明的栓塞性卒中后卒中
N Engl J Med. 2019 May 16;380(20):1906-1917. doi: 10.1056/NEJMoa1813959.
10
Rivaroxaban for Stroke Prevention after Embolic Stroke of Undetermined Source.利伐沙班预防来源不明的栓塞性卒中后卒中
N Engl J Med. 2018 Jun 7;378(23):2191-2201. doi: 10.1056/NEJMoa1802686. Epub 2018 May 16.