Title :
Computerized algorithm for baseline estimation of fetal heart rate
Author :
Jiménez, L. ; González, R. ; Gaitán, MJ ; Carrasco, S. ; Vargas, C.
Author_Institution :
Univ. Autonoma Metropolitana-Iztapalapa, Mexico, Mexico
Abstract :
On the present work we propose an algorithm that after unstable segments identification by the first derivative estimates the baseline of antepartum fetal cardiotachograms. Therefore, 50 records 5 minutes long, derived from abdominal ECG, were processed according to the methods of Dawes (1981), Mantel (1990), and our proposal. Besides visual analysis, statistical differences among methods were established More appropriate visual fits of the baseline were gotten by our proposal (76%) than Mantel (22%) and Dawes (2%). Since lower mean baseline was computed from Mantel (137.8±8.4 hpm) than from Dawes (140.4±8.4 bpm) and our proposal (140.0±8.4 bpm), different account for accelerations and decelerations were also found Our proposal showed advantages to estimate the baseline of cardiotachograms as it was properly adjusted at the beginning of the traces depended of only 15 seconds of valid segments an corresponded more closely to the visual baseline.
Keywords :
electrocardiography; medical signal processing; obstetrics; statistical analysis; time series; abdominal ECG; antepartum fetal cardiotachograms; fetal heart rate; statistical differences; unstable segments identification; visual analysis; Abdomen; Acceleration; Cardiology; Electrocardiography; Electrodes; Fetal heart rate; Humans; Pregnancy; Proposals; Signal processing algorithms;
Conference_Titel :
Computers in Cardiology, 2002
Print_ISBN :
0-7803-7735-4
DOI :
10.1109/CIC.2002.1166813