The paper claims KAN-convolutional autoencoders best reconstruct AbnormalHeartbeat heartbeats, but the data shown contradict that claim and only one of five promised tasks appears.
Design and use of a denoising convolutional autoencoder for reconstructing electrocardiogram signals at super resolution.Artificial Intelligence in Medicine, 160:103058, 2025
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Kolmogorov Arnold Network Autoencoder in Medicine
The paper claims KAN-convolutional autoencoders best reconstruct AbnormalHeartbeat heartbeats, but the data shown contradict that claim and only one of five promised tasks appears.