A Systematic Survey of Data Augmentation of ECG Signals for AI Applications

AI techniques have recently been put under the spotlight for analyzing electrocardiograms (ECGs). However, the performance of AI-based models relies on the accumulation of large-scale labeled datasets, which is challenging. To increase the performance of AI-based models, data augmentation (DA) strat...

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Detalles Bibliográficos
Autores principales: Rahman, Md Moklesur, Rivolta, Massimo Walter, Badilini, Fabio, Sassi, Roberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10256074/
https://www.ncbi.nlm.nih.gov/pubmed/37299964
http://dx.doi.org/10.3390/s23115237

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10256074/
https://www.ncbi.nlm.nih.gov/pubmed/37299964
http://dx.doi.org/10.3390/s23115237

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