Multilabel 12-Lead ECG Classification Based on Leadwise Grouping Multibranch Network

Author:

Xie Xiaoyun1ORCID,Liu Hui1ORCID,Chen Da1ORCID,Shu Minglei1ORCID,Wang Yinglong1ORCID

Affiliation:

1. Shandong Artificial Intelligence Institute, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China

Funder

National Natural Science Foundation of China

Key Research and Development Plan of Shandong Province

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Instrumentation

Reference48 articles.

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2. Batch normalization: Accelerating deep network training by reducing internal covariate shift;ioffe;Proc 32nd Int Conf Int Conf Mach Learn,2015

3. Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020

4. Automatic multilabel electrocardiogram diagnosis of heart rhythm or conduction abnormalities with deep learning: a cohort study

5. Multi-label correlation guided feature fusion network for abnormal ECG diagnosis

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