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Image based deep learning in 12-lead ECG diagnosis

BACKGROUND: The electrocardiogram is an integral tool in the diagnosis of cardiovascular disease. Most studies on machine learning classification of electrocardiogram (ECG) diagnoses focus on processing raw signal data rather than ECG images. This presents a challenge for models in many areas of cli...

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Detalles Bibliográficos
Autores principales: Ao, Raymond, He, George
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9868596/
https://www.ncbi.nlm.nih.gov/pubmed/36699614
http://dx.doi.org/10.3389/frai.2022.1087370