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Assessing the Impact of Downsampled ECGs and Alternative Loss Functions in Multi-Label Classification of 12-Lead ECGs

2022-11-18

Abstract excerpt

<h4> A bstract </h4> The electrocardiogram (ECG) is an almost universally accessible diagnostic tool for heart disease. An ECG is measured by using an electrocardiograph, and today’s electrocardiographs use built-in software to interpret the ECGs automatically after they are recorded. However, these algorithms show limited performance, and therefore clinicians usually have to manually interpret the ECG, regardl...

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Literature Corpus work
83444f5f-3cf8-55f7-a1c2-0941b40af110
DOI
10.1101/2022.11.16.22282373
Open publication

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Assessing the Impact of Downsampled ECGs and Alternative Loss Functions in Multi-Label Classification of 12-Lead ECGsDOI 10.1101/2022.11.16.22282373
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