Title :
New algorithms for QT dispersion analysis
Author :
Xue, Qiuzhen ; Reddy, Shankara
Author_Institution :
Marquette Med. Syst., Milwaukee, WI, USA
Abstract :
New algorithms for QT dispersion analysis on standard 12-lead ECG are described. A singular-value-decomposition (SVD)-based filter was designed to smooth T wave and a pattern recognition method was developed to find different T wave patterns and their peaks. Then a least-square curve fitting method was used to locate the T end. A fuzzy thresholding approach was adopted to decide the final T peak and T end. Subsequently, Q to T end dispersion and Q to T peak dispersion of all 12 leads and 6 precordial leads were computed We also studied a SVD-based template matching for QT dispersion. We have tested the new QT dispersion algorithms on ECGs from normals, acute myocardial infarction patients, and serial ECGs for reproducibility. Results show that the new method is effective and consistent in differentiating normal subjects from the abnormal group. The QT dispersion difference for reproducibility is within 1 to 2 sample points.
Keywords :
curve fitting; electrocardiography; fuzzy logic; least squares approximations; medical signal processing; pattern classification; singular value decomposition; threshold logic; Q to T end dispersion; Q to T peak dispersion; QT dispersion analysis; SVD-based filter; SVD-based template matching; T wave patterns; T wave smoothing; abnormal group; acute myocardial infarction patients; algorithms; fuzzy thresholding approach; leads; least-square curve fitting method; normals; pattern recognition method; precordial leads; reproducibility; serial ECG; singular-value-decomposition; standard 12-lead ECG; Algorithm design and analysis; Dispersion; Electrocardiography; Filters; Heart rate interval; Morphology; Noise measurement; Noise shaping; Reproducibility of results; Shape measurement;
Conference_Titel :
Computers in Cardiology, 1996
Conference_Location :
Indianapolis, IN, USA
Print_ISBN :
0-7803-3710-7
DOI :
10.1109/CIC.1996.542531