Title :
Computational tools for assessing cardiovascular variability
Author :
Tavares, C. ; Carneiro, R. Martins ; Laranjo, S. ; Rocha, Isabel
Author_Institution :
Inst. Super. Tecnico, Lisbon, Portugal
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;
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
DOI :
10.1109/ENBENG.2011.6026082