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A large-scale multi-label 12-lead electrocardiogram database with standardized diagnostic statements

Deep learning approaches have exhibited a great ability on automatic interpretation of the electrocardiogram (ECG). However, large-scale public 12-lead ECG data are still limited, and the diagnostic labels are not uniform, which increases the semantic gap between clinical practice. In this study, we...

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Detalles Bibliográficos
Autores principales: Liu, Hui, Chen, Dan, Chen, Da, Zhang, Xiyu, Li, Huijie, Bian, Lipan, Shu, Minglei, Wang, Yinglong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9174207/
https://www.ncbi.nlm.nih.gov/pubmed/35672420
http://dx.doi.org/10.1038/s41597-022-01403-5