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Interpatient ECG Heartbeat Classification with an Adversarial Convolutional Neural Network

Discovering shared, invariant feature representations across subjects in electrocardiogram (ECG) classification tasks is crucial for improving the generalization of models to unknown patients. Although deep neural networks have recently been emerging in extracting generalizable ECG features, they us...

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Podrobná bibliografie
Vydáno v:J Healthc Eng
Hlavní autoři: Zhang, Jing, Liu, Aiping, Liang, Deng, Chen, Xun, Gao, Min
Médium: Artigo
Jazyk:Inglês
Vydáno: Hindawi 2021
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8181174/
https://ncbi.nlm.nih.gov/pubmed/34194685
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2021/9946596
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