DocumentCode
2115819
Title
A New Algorithm of QT Interval Measurement Based on Multiscale Morphological Derivative Transform
Author
Hui, Yu ; Du Fei ; Yuzhen, Cao ; Lixin, Zhang ; Yang, Cheng
Author_Institution
Dept. of Biomed. Eng., Tianjin Univ., Tianjin
fYear
2008
fDate
18-18 Dec. 2008
Firstpage
469
Lastpage
472
Abstract
A new algorithm of QT interval measurement based on multiscale morphological derivative transform (MMDT) was described in this paper. After detection of QRS complex based on MMDT, we classified the waveform into four types based on its morphological characteristics and the optimum strategy for each type was described to detect the onset of Q wave. By introducing the ´wing´ function, two referenced points of T peak were found, which was helpful to locate the T peak point and improve the performance of MMDT operator in detecting the bifid T wave and biphasic T wave. 80 data records from CSE database were used to evaluate the availability. The standard deviation of the onset calibration of QRS complex was limited in 6 ms while the standard deviation of the offset calibration of T wave was limited in 10 ms which were within the limits required by the CSE committee. Compared with those algorithms based on wavelet transform and adaptive threshold techniques, our algorithm needed less empirical parameters and calculation which exhibited good potentials for automated ECG signal analysis and cardiovascular arrhythmia recognition.
Keywords
electrocardiography; medical signal processing; pattern recognition; wavelet transforms; CSE database; MMDT operator; QRS complex; QT interval measurement; T peak point; adaptive threshold techniques; automated ECG signal analysis; bifid T wave; biphasic T wave; cardiovascular arrhythmia recognition; multiscale morphological derivative transform; time 10 ms; time 6 ms; wavelet transform; wing function; Availability; Biomedical engineering; Biomedical measurements; Calibration; Costs; Databases; Electrocardiography; Filters; Heart rate interval; Q measurement; Adaptive threshold; Electrocardiogram; QRS complex; QT interval measurement; T wave; multiscale morphological derivative transform;
fLanguage
English
Publisher
ieee
Conference_Titel
Future BioMedical Information Engineering, 2008. FBIE '08. International Seminar on
Conference_Location
Wuhan, Hubei
Print_ISBN
978-0-7695-3561-6
Type
conf
DOI
10.1109/FBIE.2008.65
Filename
5076784
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