Articles with "novel contrastive" as a keyword



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CLECG: A Novel Contrastive Learning Framework for Electrocardiogram Arrhythmia Classification

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Published in 2021 at "IEEE Signal Processing Letters"

DOI: 10.1109/lsp.2021.3114119

Abstract: Deep learning-based intelligent electrocardiogram (ECG) diagnosis algorithms heavily rely on large annotated datasets. Unfortunately, in the context of ECG diagnosis, privacy issues and the high cost of data annotations lead to a shortage of ECG… read more here.

Keywords: novel contrastive; clecg novel; ecg diagnosis; contrastive learning ... See more keywords