Title :
Identifying fetal heart anomalies using fetal ECG and Doppler cardiogram signals
Author :
Khandoker, Ahsan H. ; Kimura, Yoshitaka ; Palaniswami, Marimuthu ; Marusic, Slaven
Author_Institution :
Univ. of Melbourne, Parkville, VIC, Australia
Abstract :
This study presents an automated and non-invasive technology using an integrated fetal transabdominal electrocardiogram system and Doppler cardiogram (DCG) to identify fetal heart anomalies. Multiresolution wavelet analysis and Jensen-Shannon divergence (JSD) methods were used to identify the frequency contents of the Doppler signals to be linked to the opening and closing of the heart´s valves (Aortic and mitral). For the normal fetuses, PEP (Pre-ejection period), VET (Ventricular ejection time), ICT(Isovolumic contraction time) and IVRT (Isovolumic relaxation time) were found to be 75.0±11.9 (msec), 153.2±18.9 (msec), 50.0±15.9 (msec) and 69.6±9.7 (msec) respectively. On the other hand, for fetuses with heart anomalies, these timing intervals were found to be 89.0±10.3 (msec), 168.6±25.0 (msec), 52.2±17.2 (msec) and 51.6±13.7 (msec) respectively. PEP, VET and IVRT values are significantly (p<;0.01) different between the two groups.
Keywords :
Doppler measurement; biomedical ultrasonics; electrocardiography; medical disorders; medical signal processing; obstetrics; signal resolution; Doppler cardiogram signals; Jensen-Shannon divergence; aortic heart valve; fetal ECG; fetal heart anomalies; integrated fetal transabdominal electrocardiogram system; isovolumic contraction time; isovolumic relaxation time; mitral heart valve; multiresolution wavelet analysis; preejection period; time 37.9 ms to 193.6 ms; ventricular ejection time; Doppler effect; Electrocardiography; Heart; Pregnancy; Timing; Ultrasonic imaging; Valves;
Conference_Titel :
Computing in Cardiology, 2010
Conference_Location :
Belfast
Print_ISBN :
978-1-4244-7318-2