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Electrocardiogram generation with a bidirectional LSTM-CNN generative adversarial network

Heart disease is a malignant threat to human health. Electrocardiogram (ECG) tests are used to help diagnose heart disease by recording the heart’s activity. However, automated medical-aided diagnosis with computers usually requires a large volume of labeled clinical data without patients' priv...

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Bibliografiske detaljer
Udgivet i:Sci Rep
Main Authors: Zhu, Fei, Ye, Fei, Fu, Yuchen, Liu, Quan, Shen, Bairong
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6494992/
https://ncbi.nlm.nih.gov/pubmed/31043666
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-42516-z
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