An Effective LSTM Recurrent Network to Detect Arrhythmia on Imbalanced ECG Dataset

To reduce the high mortality rate from cardiovascular disease (CVD), the electrocardiogram (ECG) beat plays a significant role in computer-aided arrhythmia diagnosis systems. However, the complex variations and imbalance of ECG beats make this a challenging issue. Since ECG beat data exist in heavil...

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Detalles Bibliográficos
Autores principales: Gao, Junli, Zhang, Hongpo, Lu, Peng, Wang, Zongmin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6815557/
https://www.ncbi.nlm.nih.gov/pubmed/31737240
http://dx.doi.org/10.1155/2019/6320651

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6815557/
https://www.ncbi.nlm.nih.gov/pubmed/31737240
http://dx.doi.org/10.1155/2019/6320651

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