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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Détails bibliographiques
| Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 5 vom: 26. Mai, Seite 3305-3320
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| Auteur principal: |
Zhou, Rushuang
(Auteur) |
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| Autres auteurs: |
Lu, Lei,
Liu, Zijun,
Xiang, Ting,
Liang, Zhen,
Clifton, David A,
Dong, Yining,
Zhang, Yuan-Ting |
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| Format: | Article en ligne
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| Langue: | English |
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| Publié: |
2024
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| Accès à la collection: | IEEE transactions on pattern analysis and machine intelligence
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| Sujets: | Journal Article
Research Support, Non-U.S. Gov't |
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