Deep learning augmented ECG analysis to identify biomarker-defined myocardial injury

Abstract Chest pain is a common clinical complaint for which myocardial injury is the primary concern and is associated with significant morbidity and mortality. To aid providers’ decision-making, we aimed to analyze the electrocardiogram (ECG) using a deep convolutional neural network (CNN) to pred...

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Bibliographic Details
Main Authors: Gunvant R. Chaudhari, Jacob J. Mayfield, Joshua P. Barrios, Sean Abreau, Robert Avram, Jeffrey E. Olgin, Geoffrey H. Tison
Format: Article
Language:English
Published: Nature Portfolio 2023-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-29989-9