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

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 predict serum...

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Detalles Bibliográficos
Autores principales: Chaudhari, Gunvant R., Mayfield, Jacob J., Barrios, Joshua P., Abreau, Sean, Avram, Robert, Olgin, Jeffrey E., Tison, Geoffrey H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9969952/
https://www.ncbi.nlm.nih.gov/pubmed/36849487
http://dx.doi.org/10.1038/s41598-023-29989-9