Title :
Performance of a method to generate fetal cardiotachograms using fetal phonocardiography
Author :
Jiménez, A. ; Ortiz, M.R. ; Peña, M.A. ; Charleston, S. ; Gonzalez, R. ; Aljama, A.T. ; Carrasco, S.
Author_Institution :
Univ. Autonoma Metropolitana, Mexico City, Mexico
Abstract :
The capability of a fetal phonocardiogram (PCGf) processing method to generate reliable time series has been evaluated. 29 simultaneous PCG and ECG signals were recorded from 18 adults and 11 fetuses. Each PCG signal was processed to extract the starting (S), maximum (M) and ending (E) points from the envelope of the cardiac sounds S1 and S2. The PCG time series (S-S, M-M and E-E) were compared with the ECG pattern signal by using time and heart-rate frequency variability indexes derived from each time series. Data were analysed using ANOVA and post-hoc tests for repeated measures. Results on adults have shown that, with the proposed method, SS1, MS1, SS2 and MS2 are reliable time references to generate time series (p>0.05). On fetal signals, because of the recording setup, the method´s performance has been limited to detecting MS2 as the only reliable time reference. Thus, PCGf is a reliable source to produce at least one time series that is equivalent to the pattern signal
Keywords :
echocardiography; electrocardiography; medical signal processing; obstetrics; performance index; statistical analysis; time series; ANOVA; ECG pattern signals; cardiac sounds; ending point extraction; foetal cardiotachogram generation; foetal phonocardiography; heart-rate frequency variability index; maximum point extraction; performance; recording setup; reliable time series; repeated measures; starting point extraction; time references; time variability index; variance analysis; Analysis of variance; Cardiology; Data mining; Electrocardiography; Fetus; Heart rate variability; Signal generators; Signal processing; Signal to noise ratio; Testing;
Conference_Titel :
Computers in Cardiology 2001
Conference_Location :
Rotterdam
Print_ISBN :
0-7803-7266-2
DOI :
10.1109/CIC.2001.977690