Original InvestigationDetection of Hypertrophic Cardiomyopathy Using a Convolutional Neural Network-Enabled Electrocardiogram
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Central Illustration
Key Words
artificial intelligence
diagnostic performance
electrocardiogram
hypertrophic cardiomyopathy
Abbreviations and Acronyms
AI
artificial intelligence
AUC
area under the curve
CI
confidence interval
CNN
convolutional neural network
ECG
electrocardiography
HCM
hypertrophic cardiomyopathy
ICD-9
International Classification of Diseases-9th Revision
LV
left ventricular
LVH
left ventricular hypertrophy
Cited by (0)
Mr. Attia has equity in Eko, Inc.; and has served as an advisor to AliveCor. Dr. Kapa owns equity in Eko, Inc.; has served on the advisory boards of Myant, Inc. and Boston Scientific; and has received research grants form Abbott, Inc. and Toray, Inc. The funding source (The Louis V. Gerstner, Jr. Fund at Vanguard Charitable) had no role in the design study of the study, the collection, analysis, or interpretation of data, in the writing of the report or in the decision to submit the paper for publication. All other authors have reported that they have no relationships relevant to the contents of this paper to disclose.
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W-Y Ko and Dr. Siontis are joint first authors and contributed equally to this work.
© 2020 by the American College of Cardiology Foundation. Published by Elsevier.