Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction : A Multi-Dataset Study
Electrocardiography (ECG) is a non-invasive tool for predicting cardiovascular diseases (CVDs). Current ECG-based diagnosis systems show promising performance owing to the rapid development of deep learning techniques. However, the label scarcity problem, the co-occurrence of multiple CVDs and the p...
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Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 5 vom: 03. Mai, Seite 3305-3320
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| 1. Verfasser: |
Zhou, Rushuang
(VerfasserIn) |
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| Weitere Verfasser: |
Lu, Lei,
Liu, Zijun,
Xiang, Ting,
Liang, Zhen,
Clifton, David A,
Dong, Yining,
Zhang, Yuan-Ting |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2024
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article
Research Support, Non-U.S. Gov't |
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