2 papers
cs.LG2025
ECG Latent Feature Extraction with Autoencoders for Downstream Prediction Tasks
Christopher Harvey, Sumaiya Shomaji, Zijun Yao +1
The electrocardiogram (ECG) is an inexpensive and widely available tool for cardiac assessment. Despite its standardized format and small file size, the high complexity and inter-i…
cs.LG2024
Comparison of Autoencoder Encodings for ECG Representation in Downstream Prediction Tasks
Christopher J. Harvey, Sumaiya Shomaji, Zijun Yao +1
The electrocardiogram (ECG) is an inexpensive and widely available tool for cardiovascular assessment. Despite its standardized format and small file size, the high complexity and…