Automatic diagnosis of the 12-lead ECG using a deep neural network
The role of automatic electrocardiogram (ECG) analysis in clinical practice is limited by the accuracy of existing models. In that context, the authors present a Deep Neural Network (DNN) that recognizes different abnormalities in ECG recordings which matches or outperform cardiology and emergency r...
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Bibliographic Details
| Main Authors: |
Antônio H. Ribeiro,
Manoel Horta Ribeiro,
Gabriela M. M. Paixão,
Derick M. Oliveira,
Paulo R. Gomes,
Jéssica A. Canazart,
Milton P. S. Ferreira,
Carl R. Andersson,
Peter W. Macfarlane,
Wagner Meira Jr.,
Thomas B. Schön,
Antonio Luiz P. Ribeiro |
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| Format: | Article
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| Language: | English |
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| Published: |
Nature Portfolio
2020-04-01
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| Series: | Nature Communications
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| Online Access: | https://doi.org/10.1038/s41467-020-15432-4
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