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ECG Signal Classification Using Deep Learning Techniques Based on the PTB-XL Dataset

The analysis and processing of ECG signals are a key approach in the diagnosis of cardiovascular diseases. The main field of work in this area is classification, which is increasingly supported by machine learning-based algorithms. In this work, a deep neural network was developed for the automatic...

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Detalles Bibliográficos
Autores principales: Śmigiel, Sandra, Pałczyński, Krzysztof, Ledziński, Damian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8469424/
https://www.ncbi.nlm.nih.gov/pubmed/34573746
http://dx.doi.org/10.3390/e23091121