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A robust multiple heartbeats classification with weight-based loss based on convolutional neural network and bidirectional long short-term memory

Background: Analysis of electrocardiogram (ECG) provides a straightforward and non-invasive approach for cardiologists to diagnose and classify the nature and severity of variant cardiac diseases including cardiac arrhythmia. However, the interpretation and analysis of ECG are highly working-load de...

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Detalles Bibliográficos
Autores principales: Yang, Mengting, Liu, Weichao, Zhang, Henggui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9760867/
https://www.ncbi.nlm.nih.gov/pubmed/36545286
http://dx.doi.org/10.3389/fphys.2022.982537