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Development and validation of deep learning ECG-based prediction of myocardial infarction in emergency department patients

Myocardial infarction diagnosis is a common challenge in the emergency department. In managed settings, deep learning-based models and especially convolutional deep models have shown promise in electrocardiogram (ECG) classification, but there is a lack of high-performing models for the diagnosis of...

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Detalles Bibliográficos
Autores principales: Gustafsson, Stefan, Gedon, Daniel, Lampa, Erik, Ribeiro, Antônio H., Holzmann, Martin J., Schön, Thomas B., Sundström, Johan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9666471/
https://www.ncbi.nlm.nih.gov/pubmed/36380048
http://dx.doi.org/10.1038/s41598-022-24254-x