Noise ECG generation method based on generative adversarial network

Biomedical Signal Processing and Control（2023）

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摘要

•A GAN network is proposed to generate ECG data without supervision.•Unpaired noisy and unnoisy data are used for training.•Solving the problem of lack of training data in current ECG recognition model.

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关键词

Electrocardiogram digitization,Image-to-image translation,Data generation,GAN,Transfer learning

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