Generation of 12-lead patient-specific electrocardiogram and risk prediction of cardiovascular disease using deep learning
<p>This thesis presents a novel deep learning framework based on Variational Autoencoders (VAEs) for the generation and analysis of 12-lead electrocardiograms (ECGs), and its use for cardiovascular disease (CVD) risk prediction. It focuses on three major aspects:</p> <p>First, we...
| Hlavní autor: | |
|---|---|
| Další autoři: | |
| Médium: | Diplomová práce |
| Jazyk: | English |
| Vydáno: |
2023
|
| Témata: |