Title :
A Method for Evaluation of QRS Shape Features Using a Mathematical Model for the ECG
Author :
Sornmo, Leif ; Borjesson, Per Ola ; Nygards, Mats-Erik ; Pahlm, Olle
Author_Institution :
Division of Telecommunication Theory, University of Lund
Abstract :
Automated classification of ECG patterns is facilitated by careful selection of waveform features. This paper presents a method for evaluating the properties of features that describe the shape of a QRS complex. By examining the distances in the feature space for a class of nearly similar complexes, shape transitions which are poorly described by the feature under investigation can be readily identified. To obtain a continuous range of waveforms, which is required by the method, a mathematical model is used to simulate the QRS complexes.
Keywords :
Biomedical engineering; Biomedical measurements; Computerized monitoring; Electrocardiography; Feature extraction; Hospitals; Mathematical model; Morphology; Shape measurement; Spatial databases; Electrocardiography; Mathematics;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.1981.324666