Title :
Beat-to-beat complexity analysis before the onset of ventricular tachycardia
Author :
Wessel, N. ; Marwan, N. ; Schirdewan, A. ; Kurths, J.
Author_Institution :
Inst. of Phys., Potsdam Univ., Germany
Abstract :
We present recently introduced new recurrence plot based measures of complexity and illustrate their potential with applications to the logistic map and heart rate variability data. These new measures make the identification of chaos-chaos transitions possible and identify laminar states. The application to the heart rate variability data detects and quantifies the laminar phases before a life-threatening cardiac arrhythmia occurs; thereby facilitating a possible prediction of such an event. A comparison to the previous applied methods from symbolic dynamics and the finite-time growth rates is given.
Keywords :
cardiology; chaos; medical signal processing; beat-to-beat complexity analysis; chaos-chaos transitions; finite-time growth rates; heart rate variability; laminar states; life-threatening cardiac arrhythmia; logistic map; recurrence plot; symbolic dynamics; ventricular tachycardia; Chaos; Delay estimation; Event detection; Heart rate; Heart rate detection; Heart rate variability; Logistics; Phase detection; Physics; Visualization;
Conference_Titel :
Computers in Cardiology, 2003
Print_ISBN :
0-7803-8170-X
DOI :
10.1109/CIC.2003.1291196