Inter-patient ECG heartbeat classification for arrhythmia classification: a new approach of multi-layer perceptron with weight capsule and sequence-to-sequence combination

Objective: The objective of this research is to construct a method to alleviate the problem of sample imbalance in classification, especially for arrhythmia classification. This approach can improve the performance of the model without using data enhancement. Methods: In this study, we have develope...

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Detalles Bibliográficos
Autores principales: Zhou, Chenchen, Li, Xiangkui, Feng, Fan, Zhang, Jian, Lyu, He, Wu, Weixuan, Tang, Xuezhi, Luo, Bin, Li, Dong, Xiang, Wei, Yao, Dengju
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Physiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10569428/
https://www.ncbi.nlm.nih.gov/pubmed/37841320
http://dx.doi.org/10.3389/fphys.2023.1247587

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10569428/
https://www.ncbi.nlm.nih.gov/pubmed/37841320
http://dx.doi.org/10.3389/fphys.2023.1247587

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