ECG Heartbeat Classification Based on an Improved ResNet-18 Model

Based on a convolutional neural network (CNN) approach, this article proposes an improved ResNet-18 model for heartbeat classification of electrocardiogram (ECG) signals through appropriate model training and parameter adjustment. Due to the unique residual structure of the model, the utilized CNN l...

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Detalles Bibliográficos
Autores principales: Jing, Enbiao, Zhang, Haiyang, Li, ZhiGang, Liu, Yazhi, Ji, Zhanlin, Ganchev, Ivan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8110414/
https://www.ncbi.nlm.nih.gov/pubmed/34007306
http://dx.doi.org/10.1155/2021/6649970

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8110414/
https://www.ncbi.nlm.nih.gov/pubmed/34007306
http://dx.doi.org/10.1155/2021/6649970

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