End-to-end trained encoder–decoder convolutional neural network for fetal electrocardiogram signal denoising

Abstract

The presented method has the advantage of preserving individual variations in pulse shape and beat-to-beat intervals. Moreover, no prior knowledge on the power spectra of the noise or the pulse locations is required.