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Hanrong Yin

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Articles

Robust multi-label ECG classification: a deep learning framework for concurrent arrhythmias with clinical generalizability

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By Lei Su, Xinghua Ma, Kun Li, Hanrong Yin, Xue Zhi
| Nature Verified
Abstract Electrocardiogram (ECG) signals play a critical role in the clinical screening and diagnosis of various cardiovascular diseases. Although computer-aided diagnostic technologies have alleviated the burden on clinicians, the variability, complexity, and class imbalance of ECG data still pose significant challenges to multi-label arrhythmia classification.
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