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A Multi-View Learning Approach to Enhance Automatic 12-Lead ECG Diagnosis Performance

2023-03-29

Abstract excerpt

The electrocardiogram (ECG) has important clinical value for the early diagnosis of cardiovascular diseases. Recently, the performance of existing diagnosis models based on ECG data has improved with the introduction of deep learning (DL). However, the impact of various combinations of multiple DL components and/or the role of augmentation techniques on the diagnosis have not been sufficiently investigated in this...

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Literature Corpus work
1d18fc13-4c5e-52e0-bba6-571682ee02d6
DOI
10.21203/rs.3.rs-2725046/v1
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A Multi-View Learning Approach to Enhance Automatic 12-Lead ECG Diagnosis PerformanceDOI 10.21203/rs.3.rs-2725046/v1
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