Title :
Methods to evaluate the performance of fetal electrocardiogram extraction algorithms
Author :
Martínez, M. ; Calpe, J. ; Soria, E. ; Guerrero, JF ; Camps, G. ; Gómez, L.
Author_Institution :
Dpto de Ingenieria Electronica, Valencia Univ., Spain
Abstract :
One of the main problems for the evaluation of fetal electrocardiogram (FECG) extraction algorithms is the difficulty in giving objective measurements of the quality of the recovered signals, and therefore of the proposed extraction method. This is the reason why most of the papers determine the behavior of a certain algorithm by visual inspection criteria. We propose the use of simulated registers and the definition of indexes that determine the quality of an extraction algorithm, without requiring visual inspection. This way, we can have objective measurements to determine the quality of an algorithm or we can have a criterion to fix the operational parameters of the method that show better performance
Keywords :
electrocardiography; medical signal processing; obstetrics; software performance evaluation; algorithm performance evaluation; extraction algorithm quality indexes; fetal ECG; fetal electrocardiogram extraction algorithms; objective measurements; operational parameters; recovered signal quality measurements; simulated registers; visual inspection criteria; Data compression; Data mining; Electrocardiography; Electrodes; Inspection; Inverse problems; Proposals; Signal generators; Signal to noise ratio; Visual databases;
Conference_Titel :
Computers in Cardiology 2001
Conference_Location :
Rotterdam
Print_ISBN :
0-7803-7266-2
DOI :
10.1109/CIC.2001.977640