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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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| Publicado no: | Comput Math Methods Med |
|---|---|
| Main Authors: | , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Hindawi
2021
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8110414/ https://ncbi.nlm.nih.gov/pubmed/34007306 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2021/6649970 |
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