Convolutional neural network (CNN)-enabled electrocardiogram (ECG) analysis: a comparison between standard twelve-lead and single-lead setups

Convolutional neural network (CNN)-enabled electrocardiogram (ECG) analysis: a comparison between standard twelve-lead and single-lead setups

BackgroundArtificial intelligence (AI) has shown promise in the early detection of various cardiac conditions from a standard 12-lead electrocardiogram (ECG). However, the ability of AI to identify abnormalities from single-lead recordings across a range of pathological conditions remains to be syst...

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Bibliographic Details
Main Authors: Andrea Saglietto, Daniele Baccega, Roberto Esposito, Matteo Anselmino, Veronica Dusi, Attilio Fiandrotti, Gaetano Maria De Ferrari
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-02-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
artificial intelligence
deep learning
electrocardiogram
single-lead
screening
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2024.1327179/full

Internet

https://www.frontiersin.org/articles/10.3389/fcvm.2024.1327179/full

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