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Channel-Wise Average Pooling and 1D Pixel-Shuffle Denoising Autoencoder for Electrode Motion Artifact Removal in ECG

This paper presents a channel-wise average pooling and one dimension pixel-shuffle architecture for a denoising autoencoder (CPDAE) design that can be applied to efficiently remove electrode motion (EM) artifacts in an electrocardiogram (ECG) signal. The three advantages of the proposed design are a...

Täydet tiedot

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Bibliografiset tiedot
Päätekijät: Yu-Syuan Jhang, Szu-Ting Wang, Ming-Hwa Sheu, Szu-Hong Wang, Shin-Chi Lai
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: MDPI AG 2022-07-01
Sarja:Applied Sciences
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Linkit:https://www.mdpi.com/2076-3417/12/14/6957
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