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Breathing pattern characterization in chronic heart failure patients using the respiratory flow signal

Autor
Garde, A.; Sörnmo, L.; Jane, R.; Giraldo, B.
Tipus d'activitat
Article en revista
Revista
Annals of biomedical engineering
Data de publicació
2010-07-08
Volum
38
Número
12
Pàgina inicial
3572
Pàgina final
3580
DOI
https://doi.org/10.1007/s10439-010-0109-0 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/10437 Obrir en finestra nova
URL
http://www.springerlink.com/content/l6t2015578090014/ Obrir en finestra nova
Resum
This study proposes a method for the characterization of respiratory patterns in chronic heart failure (CHF) patients with periodic breathing (PB) and nonperiodic breathing (nPB), using the flow signal. Autoregressive modeling of the envelope of the respiratory flow signal is the starting point for the pattern characterization. Spectral parameters extracted from the discriminant frequency band (DB) are used to characterize the respiratory patterns. For each classification problem, the most discr...
Citació
Garde, A. [et al.]. Breathing pattern characterization in chronic heart failure patients using the respiratory flow signal. "Annals of biomedical engineering", 08 Juliol 2010.
Grup de recerca
B2SLab - Bioinformatics and Biomedical Signals Laboratory

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