Robustness of convolutional neural networks to physiological electrocardiogram noise

The electrocardiogram (ECG) is a widespread diagnostic tool in healthcare and supports the diagnosis of cardiovascular disorders. Deep learning methods are a successful and popular technique to detect indications of disorders from an ECG signal. However, there are open questions around the robustnes...

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Detalles Bibliográficos
Autores principales: Venton, J., Harris, P. M., Sundar, A., Smith, N. A. S., Aston, P. J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2021
Materias:
Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8543045/
https://www.ncbi.nlm.nih.gov/pubmed/34689617
http://dx.doi.org/10.1098/rsta.2020.0262

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8543045/
https://www.ncbi.nlm.nih.gov/pubmed/34689617
http://dx.doi.org/10.1098/rsta.2020.0262

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