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Deep Learning Techniques in the Classification of ECG Signals Using R-Peak Detection Based on the PTB-XL Dataset

Deep Neural Networks (DNNs) are state-of-the-art machine learning algorithms, the application of which in electrocardiographic signals is gaining importance. So far, limited studies or optimizations using DNN can be found using ECG databases. To explore and achieve effective ECG recognition, this pa...

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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/PMC8705269/
https://www.ncbi.nlm.nih.gov/pubmed/34960267
http://dx.doi.org/10.3390/s21248174