Title :
Time-frequency analysis of heart rate variability in neonatal piglets exposed to hypoxia
Author :
Dong, Shiying ; Mesbah, Mostefa ; Lingwood, Barbara E. ; Toole, J.M.O. ; Boashash, Boualem
Author_Institution :
UQ Centre for Clinical Res., Univ. of Queensland, Herston, QLD, Australia
Abstract :
To determine whether the sympathetic nervous system plays any role in the inter-individual variation of cardiovascular response to hypoxia in newborns, neonatal heart rate variability (HRV) analysis was used to assess autonomic response during hypoxia in piglets. Due to the nonstationary nature of HRV signals and the inaccuracy in pre-defined neonatal HRV frequency bands using standard spectral methods, we applied time-frequency distribution analysis to assess neonatal HRV. Although sympathetic activity was initially enhanced to stimulate the cardiac compensation, it did not account for the variation of cardiovascular response since the power of low frequency component in HRV neither showed corresponding changes with the heart rate nor had any correlation with the brain injury. This may be attributed to immaturity of the neural pathway.
Keywords :
brain; cardiology; diseases; electrocardiography; neurophysiology; statistical distributions; time-frequency analysis; HRV signals; brain injury; cardiac compensation; cardiovascular response; electrocardiogram signals; heart rate variability; hypoxia; inter-individual variation; neonatal heart rate variability analysis; neonatal piglets; neural pathway immaturity; newborns; standard spectral methods; sympathetic activity; sympathetic nervous system; time-frequency distribution analysis; Electrocardiography; Heart rate variability; Pediatrics; Resonant frequency; Spectral analysis; Time frequency analysis;
Conference_Titel :
Computing in Cardiology, 2011
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4577-0612-7