Title :
Symbolic dynamics approach in the analysis of heart rate in premature babies at high risk for sudden infant death syndrome (SIDS)
Author :
Mrowka, R. ; Schlüter, B. ; Patzak, A. ; Persson, PB
Author_Institution :
Inst. fur Physiol., Humboldt-Univ., Berlin, Germany
Abstract :
The aim of this study is to evaluate how far the nonlinear symbolic dynamics approach helps to characterize the nonlinear properties of heart rate regulation in high risk infants. The symbolic dynamics calculations were performed on sleep stage classified heart rate (IHR) data. Differences were found in histogram properties of symbol sequences between the risk and the control groups. The results of the analysis suggest that the nonlinear symbolic dynamics approach is helpful in risk stratification of newborns
Keywords :
electrocardiography; medical signal processing; ECG analysis; electrodiagnostics; heart rate analysis; high risk group; histogram properties; newborns; nonlinear symbolic dynamics approach; premature babies; risk stratification; sleep stage classified heart rate data; sudden infant death syndrome; Electrocardiography; Extraterrestrial measurements; Heart rate; Histograms; Nonlinear dynamical systems; Orbits; Pediatrics; Pregnancy; Risk analysis; Sleep;
Conference_Titel :
Computers in Cardiology 1997
Conference_Location :
Lund
Print_ISBN :
0-7803-4445-6
DOI :
10.1109/CIC.1997.647822