DocumentCode
1678418
Title
New algorithms for QT dispersion analysis
Author
Xue, Qiuzhen ; Reddy, Shankara
Author_Institution
Marquette Med. Syst., Milwaukee, WI, USA
fYear
1996
Firstpage
293
Lastpage
296
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers in Cardiology, 1996
Conference_Location
Indianapolis, IN, USA
ISSN
0276-6547
Print_ISBN
0-7803-3710-7
Type
conf
DOI
10.1109/CIC.1996.542531
Filename
542531
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