TY - JOUR
T1 - A fully automatic novel method to determine QT interval based on continuous wavelet transform
AU - Yilmaz, Cüneyt
AU - Işcan, Mehmet
AU - Yilmaz, Abdurrahman
PY - 2017
Y1 - 2017
N2 - Nowadays, automatic recognition algorithm is being frequently utilized to extract the information concerning cardiac abnormalities. In this study, a fully automatic novel method based on the continuous wavelet transform (CWT) was developed for QT intervals in various ECG signals. Especially, the determination of T-wave end is the paramount problem to be solved. The developed method was performed to find the beginning of QRS complexes and the end of T-wave. The proposed algorithm was tested on MIT-BIH-NSR database given by QT database, then, it yielded the scores 15.17 milliseconds and root-mean-square error of 17.19 milliseconds at silver standard, 19.22 milliseconds and 20.22 milliseconds at gold standard, respectively. In conclusion, the proposed algorithm is a fully automatic method to attain a high performance in the calculation of QT intervals at various ECG signals.
AB - Nowadays, automatic recognition algorithm is being frequently utilized to extract the information concerning cardiac abnormalities. In this study, a fully automatic novel method based on the continuous wavelet transform (CWT) was developed for QT intervals in various ECG signals. Especially, the determination of T-wave end is the paramount problem to be solved. The developed method was performed to find the beginning of QRS complexes and the end of T-wave. The proposed algorithm was tested on MIT-BIH-NSR database given by QT database, then, it yielded the scores 15.17 milliseconds and root-mean-square error of 17.19 milliseconds at silver standard, 19.22 milliseconds and 20.22 milliseconds at gold standard, respectively. In conclusion, the proposed algorithm is a fully automatic method to attain a high performance in the calculation of QT intervals at various ECG signals.
KW - Continuous Wavelet Transform
KW - ECG Signal
KW - ECG signal classification
KW - Pan-Tompkins Algorithm
KW - QT interval
UR - http://www.scopus.com/inward/record.url?scp=85027462191&partnerID=8YFLogxK
M3 - Article
AN - SCOPUS:85027462191
SN - 1303-0914
VL - 17
SP - 3093
EP - 3099
JO - Istanbul University - Journal of Electrical and Electronics Engineering
JF - Istanbul University - Journal of Electrical and Electronics Engineering
ER -