An improved ECG-derived respiration method using kernel principal component analysis

Recent studies show that principal component analysis (PCA) of heart beats generates well-performing ECG-derived respiratory signals (EDR). This study aims at improving the performance of EDR signals using kernel PCA (kPCA). Kernel PCA is a generalization of PCA where nonlinearities in the data are...

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Detalles Bibliográficos
Autores Principales: Caicedo Dorado, Alexander, Varon, Carolina, Van Huffel, Widjaja, Devy
Formato: Artículo (Article)
Lenguaje:Inglés (English)
Publicado: Engineering in Medicine and Biology Society 2011
Materias:
Acceso en línea:https://repository.urosario.edu.co/handle/10336/28434

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