Artificial intelligence enabled ECG screening for left ventricular systolic dysfunction: a systematic review

被引:0
作者
Laura Vindeløv Bjerkén
Søren Nicolaj Rønborg
Magnus Thorsten Jensen
Silas Nyboe Ørting
Olav Wendelboe Nielsen
机构
[1] University of Copenhagen,Department of Clinical Medicine
[2] Copenhagen University Hospital Bispebjerg,Department of Cardiology
[3] Copenhagen University Hospital Amager and Hvidovre,Department of Cardiology
[4] University of Copenhagen,Faculty of Health and Medical Sciences
[5] William Harvey Research Institute,Department of Computer Science
[6] Queen Mary University Hospital,undefined
[7] University of Copenhagen,undefined
来源
Heart Failure Reviews | 2023年 / 28卷
关键词
Artificial intelligence; Electrocardiogram; Left ventricular systolic dysfunction; Reduced left ventricular ejection fraction; Screening;
D O I
暂无
中图分类号
学科分类号
摘要
Screening for left ventricular systolic dysfunction (LVSD), defined as reduced left ventricular ejection fraction (LVEF), deserves renewed interest as the medical treatment for the prevention and progression of heart failure improves. We aimed to review the updated literature to outline the potential and caveats of using artificial intelligence–enabled electrocardiography (AIeECG) as an opportunistic screening tool for LVSD.
引用
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页码:419 / 430
页数:11
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共 150 条
[1]  
Yao X(2021)Artificial intelligence-enabled electrocardiograms for identification of patients with low ejection fraction: a pragmatic, randomized clinical trial Nat Med 27 815-819
[2]  
Rushlow DR(2010)Screening for left ventricular systolic dysfunction: is imaging a solution? JACC Cardiovasc Imaging 3 421-428
[3]  
Inselman JW(2021)ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure Eur Heart J 00 1-128
[4]  
McCoy RG(2022)AHA/ACC/HFSA Guideline for the management of heart failure: a report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines Circulation 145 e895-e1032
[5]  
Thacher TD(2019)Computer-aided diagnosis of congestive heart failure using ECG signals - a review Phys Med 62 95-104
[6]  
Behnken EM(2013)Natriuretic peptide–based screening and collaborative care for heart failure - the STOP-HF randomized trial JAMA 310 66-74
[7]  
Atherton JJ(2007)Value of BNP to estimate cardiac risk in patients on cardioactive treatment in primary care Eur J Heart Fail 9 1178-1185
[8]  
McDonagh TA(2003)Retrospective analysis of the cost-effectiveness of using plasma brain natriuretic peptide in screening for left ventricular systolic dysfunction in the general population J Am Coll Cardiol 41 113-120
[9]  
Metra M(2007)Screening for left ventricular systolic dysfunction using GP-reported ECGs Br J Gen Pract 57 191-195
[10]  
Adamo M(2016)Advanced ECG in 2016: is there more than just a tracing? Swiss Med Wkly 146 70-74