3 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
ILASH: A Predictive Neural Architecture Search Framework for Multi-Task Applications
Md Hafizur Rahman, Md Mashfiq Rizvee, Sumaiya Shomaji +1
Artificial intelligence (AI) is widely used in various fields including healthcare, autonomous vehicles, robotics, traffic monitoring, and agriculture. Many modern AI applications…
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…