Predicting angiographic coronary artery disease using machine learning and high-frequency QRS-Reference-Cited by-同舟云学术

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Predicting angiographic coronary artery disease using machine learning and high-frequency QRS

Published:2024-07-31 Issue:1 Volume:24 Page:
ISSN:1472-6947
Container-title:BMC Medical Informatics and Decision Making
language:en
Short-container-title:BMC Med Inform Decis Mak

Author:

Zhang Jiajia,Zhang Heng,Wei Ting,Kang Pinfang,Tang Bi,Wang Hongju

Funder

National Natural Science Foundation of China

Research Innovation Team of Bengbu Medical College

Bengbu Medical College 512 Excellent Talent Fund

Publisher

Springer Science and Business Media LLC

Link

https://link.springer.com/content/pdf/10.1186/s12911-024-02620-1.pdf

Reference47 articles.

1. Roth GA, Abate D, Abate KH, Abay SM, Abbafati C, et al. Global, regional, and national age-sex-specific mortality for 282 causes of death in 195 countries and territories, 1980–2017: a systematic analysis for the Global Burden of Disease Study 2017. Lancet. 2018;392(10159):1736–88. https://doi.org/10.1016/S0140-6736(18)32203-7.

2. Task Force Members, Montalescot G, Sechtem U, Achenbach S, et al. 2013 ESC guidelines on the management of stable coronary artery disease: The Task Force on the management of stable coronary artery disease of the European Society of Cardiology. Eur Heart J. 2013;34(38):2949–3003. https://doi.org/10.1093/eurheartj/eht296.

3. Chatterjee NA, Tikkanen JT, Panicker GK, Narula D, Lee DC, Kentta T, et al. Simple electrocardiographic measures improve sudden arrhythmic death prediction in coronary disease. Eur Heart J. 2020;41(21):1988–99. https://doi.org/10.1093/eurheartj/ehaa177.

4. Jonas DE, Reddy S, Middleton JC, Barclay C, Green J, Baker C, et al. Screening for cardiovascular disease risk with resting or exercise electrocardiography: evidence report and systematic review for the US Preventive Services Task Force. JAMA. 2018;319(22):2315. https://doi.org/10.1001/jama.2018.6897.

5. Daubert MA, Sivak J, Dunning A, Douglas PS, Coyne B, Wang TY, et al. Implications of Abnormal Exercise Electrocardiography With Normal Stress Echocardiography. JAMA Intern Med. 2020;180(4):494. https://doi.org/10.1001/jamainternmed.2019.6958.

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