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cs.LG2020★ 1 cited
Weakly Supervised Arrhythmia Detection Based on Deep Convolutional Neural Network
Yang Liu, Kuanquan Wang, Qince Li +3
Supervised deep learning has been widely used in the studies of automatic ECG classification, which largely benefits from sufficient annotation of large datasets. However, most of…
cs.LG2019★ 2 cited
Automatic Detection of ECG Abnormalities by using an Ensemble of Deep Residual Networks with Attention
Yang Liu, Runnan He, Kuanquan Wang +4
Heart disease is one of the most common diseases causing morbidity and mortality. Electrocardiogram (ECG) has been widely used for diagnosing heart diseases for its simplicity and…