Computational detection and interpretation of heart disease based on conditional variational auto-encoder and stacked ensemble-learning framework
Worldwide, cardiovascular disease is the leading cause of death. Based on clinical data, a Machine Learning (ML) system can detect cardiac disease in its early stages, which enables a reduction in mortality rates. However, imbalanced and high dimensionality data have been a persistent challenge in M...
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| Main Authors: | , , , , , , , , |
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| Format: | Article |
| Published: |
Elsevier
2024
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| Subjects: | |
| Online Access: | http://eprints.um.edu.my/44307/ https://doi.org/10.1016/j.bspc.2023.105644 |
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