Deep Learning-Based Data Augmentation and Model Fusion for Automatic Arrhythmia Identification and Classification Algorithms

Automated ECG-based arrhythmia detection is critical for early cardiac disease prevention and diagnosis. Recently, deep learning algorithms have been widely applied for arrhythmia detection with great success. However, the lack of labeled ECG data and low classification accuracy can have a significa...

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Detalles Bibliográficos
Autores principales: Ma, Shuai, Cui, Jianfeng, Xiao, Weidong, Liu, Lijuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9388256/
https://www.ncbi.nlm.nih.gov/pubmed/35990162
http://dx.doi.org/10.1155/2022/1577778

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