DocumentCode
3400950
Title
Computational tools for assessing cardiovascular variability
Author
Tavares, C. ; Carneiro, R. Martins ; Laranjo, S. ; Rocha, Isabel
Author_Institution
Inst. Super. Tecnico, Lisbon, Portugal
fYear
2011
fDate
1-4 March 2011
Firstpage
1
Lastpage
6
Abstract
The analysis of heart rate variability is nowadays a common method for noninvasive evaluation of the autonomic nervous system integrity. In this work we developed an integrated and modular system - FisioSinal - capable of clinical and laboratorial evaluation of the behavior of autonomic nervous system using cardiovascular signals in humans and animal models. The computational tools that were included seek to cover the currently most validated methodologies: stochastic analysis, descriptive statistics, auto-regression, fast Fourier transform, discrete Wavelets transform and baroreflex sensitivity index. Due to its limitations, we developed and validated a new analytical tool based on Hilbert-Huang transform. FisioSinal was validated and tested by analyzing a synthesized signal. The clinical applicability was demonstrated through an analysis of the cardiovascular signals of a normal individual and a patient with paroxysmal atrial fibrillation, undergoing autonomic a provocation maneuver.
Keywords
Hilbert transforms; autoregressive processes; discrete wavelet transforms; electrocardiography; fast Fourier transforms; medical signal processing; neurophysiology; physiological models; FisioSinal; Hilbert-Huang transform; animal models; auto-regression; autonomic nervous system integrity; baroreflex sensitivity index; cardiovascular signals; clinical evaluation; descriptive statistics; discrete wavelet transform; fast Fourier transform; heart rate variability; integrated system; laboratorial evaluation; modular system; noninvasive evaluation; paroxysmal atrial fibrillation; provocation maneuver; stochastic analysis; Electrocardiography; Heart rate variability; Indexes; Resonant frequency; Wavelet analysis; Wavelet transforms; Autonomic Nervous System; Cardiovascular Variability; Fast Fourier Transform; FisioSinal; Heart Rate Variability; Hilbert-Huang Transform; Wavelet Transform;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioengineering (ENBENG), 2011. ENBENG 2011. 1st Portuguese Meeting in
Conference_Location
Lisbon
Print_ISBN
978-1-4577-0522-9
Electronic_ISBN
978-1-4577-0521-2
Type
conf
DOI
10.1109/ENBENG.2011.6026082
Filename
6026082
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