Application of artificial intelligence to the electrocardiogram

ZI Attia, DM Harmon, ER Behr… - European heart …, 2021 - academic.oup.com
Artificial intelligence (AI) has given the electrocardiogram (ECG) and clinicians reading them
super-human diagnostic abilities. Trained without hard-coded rules by finding often …

International recommendations for electrocardiographic interpretation in athletes

S Sharma, JA Drezner, A Baggish, M Papadakis… - Journal of the American …, 2017 - jacc.org
Sudden cardiac death (SCD) is the leading cause of mortality in athletes during sport. A
variety of mostly hereditary, structural, or electrical cardiac disorders are associated with …

Detection of hypertrophic cardiomyopathy using a convolutional neural network-enabled electrocardiogram

WY Ko, KC Siontis, ZI Attia, RE Carter, S Kapa… - Journal of the American …, 2020 - jacc.org
Background Hypertrophic cardiomyopathy (HCM) is an uncommon but important cause of
sudden cardiac death. Objectives This study sought to develop an artificial intelligence …

International criteria for electrocardiographic interpretation in athletes: consensus statement

JA Drezner, S Sharma, A Baggish… - British journal of sports …, 2017 - bjsm.bmj.com
Sudden cardiac death (SCD) is the leading cause of mortality in athletes during sport. A
variety of mostly hereditary, structural or electrical cardiac disorders are associated with …

Pre-participation cardiovascular evaluation for athletic participants to prevent sudden death: Position paper from the EHRA and the EACPR, branches of the ESC …

L Mont, A Pelliccia, S Sharma, A Biffi, M Borjesson… - Ep …, 2017 - academic.oup.com
Sudden cardiac death (SCD) associated with athletic activity is a rare but devastating event.
Victims are usually young and apparently healthy, and while many of these deaths remain …

[HTML][HTML] Outcomes of cardiac screening in adolescent soccer players

A Malhotra, H Dhutia, G Finocchiaro… - … England Journal of …, 2018 - Mass Medical Soc
Background Reports on the incidence and causes of sudden cardiac death among young
athletes have relied largely on estimated rates of participation and varied methods of …

The U-shaped relationship between exercise and cardiac morbidity

A Merghani, A Malhotra, S Sharma - Trends in cardiovascular medicine, 2016 - Elsevier
Exercise confers a plethora of health benefits that are well documented, whereas physical
inactivity is a leading risk factor for cardiovascular morbidity and mortality. The dose of …

[HTML][HTML] Sudden cardiac arrest during participation in competitive sports

CH Landry, KS Allan, KA Connelly… - New England journal …, 2017 - Mass Medical Soc
Background The incidence of sudden cardiac arrest during participation in sports activities
remains unknown. Preparticipation screening programs aimed at preventing sudden cardiac …

Comparison of electrocardiographic criteria for the detection of cardiac abnormalities in elite black and white athletes

N Sheikh, M Papadakis, S Ghani, A Zaidi, S Gati… - Circulation, 2014 - Am Heart Assoc
Background—Recent efforts have focused on improving the specificity of the European
Society of Cardiology (ESC) criteria for ECG interpretation in athletes. These criteria are …

Assessment of the 12-lead ECG as a screening test for detection of cardiovascular disease in healthy general populations of young people (12–25 years of age) a …

BJ Maron, RA Friedman, P Kligfield, BD Levine… - Circulation, 2014 - Am Heart Assoc
Sudden death (SD) of young people because of a variety of complex, predominantly
genetic/congenital cardiovascular diseases is a riveting, devastating event and a public …