55 citations · 75 across the 2 of their papers we have counts for
2 papers
eess.SP2020★ 20 cited
Electrocardiogram Generation and Feature Extraction Using a Variational Autoencoder
V. V. Kuznetsov, V. A. Moskalenko, N. Yu. Zolotykh
We propose a method for generating an electrocardiogram (ECG) signal for one cardiac cycle using a variational autoencoder. Using this method we extracted a vector of new 25 featur…
eess.SP2020★ 55 cited
Deep Learning for ECG Segmentation
Viktor Moskalenko, Nikolai Zolotykh, Grigory Osipov
We propose an algorithm for electrocardiogram (ECG) segmentation using a UNet-like full-convolutional neural network. The algorithm receives an arbitrary sampling rate ECG signal a…