Title :
A mathematical model for the T-wave pattern classification
Author :
Vila, J. ; Gang, Y. ; Presedo, J. ; Fernández-Delgado, M. ; Barro, S. ; Malik, M.
Author_Institution :
Dept. of Comput. Sci., Santiago de Compostela Univ., Spain
Abstract :
This article presents a new algorithm for the automatic detection and pattern quantification of the T wave. The principal novelty lies in the utilization of a mathematical model from the ECG segment in which the T wave is located, as a phase prior to its detection and characterization. The results of the validation of the algorithm on 11 records from the QT database are also presented. The results show that the algorithm fulfills the criteria of the CSE (STD<30.6 ms). Furthermore the cardiologist 1-algorithm differences are smaller that those observed between cardiologist 1-cardiologist 2, appearing in the same database
Keywords :
electrocardiography; medical signal detection; medical signal processing; pattern classification; physiological models; 30.6 ms; ECG segment; QT database; T-wave pattern classification; electrodiagnostics; mathematical model; ventricular repolarization; Cardiology; Classification algorithms; Computer science; Databases; Electrocardiography; Heart rate interval; Mathematical model; Morphology; Pattern classification; Shape;
Conference_Titel :
Computers in Cardiology 1998
Conference_Location :
Cleveland, OH
Print_ISBN :
0-7803-5200-9
DOI :
10.1109/CIC.1998.731892