MVKT-ECG: Efficient single-lead ECG classification for multi-label arrhythmia by multi-view knowledge transferring

Author:

Qin Yuzhen,Sun LiORCID,Chen Hui,Yang Wenming,Zhang Wei-Qiang,Fei Jintao,Wang Guijin

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications

Reference50 articles.

1. A confident decision support system for interpreting electrocardiograms;Holst;Clin. Physiol.,1999

2. Electrocardio panorama: Synthesizing new ECG views with self-supervision;Chen,2021

3. ME-GAN: Learning panoptic electrocardio representations for multi-view ECG synthesis conditioned on heart diseases;Chen,2022

4. Real-time patient-specific ECG classification by 1-D convolutional neural networks;Kiranyaz;IEEE Trans. Biomed. Eng.,2016

5. Automatic diagnosis of the 12-lead ECG using a deep neural network;Ribeiro;Nat. Commun.,2020

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