Title :
A method for characterizing circadian changes in QT intervals of diabetic patients
Author :
Seki, Ryota ; Yoshino, Kunihiro ; Yana, Kazuo ; Ono, Takuya
Author_Institution :
Dept. of Electron. Inf., Hosei Univ., Tokyo, Japan
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
This paper proposes a method to characterize circadian changes in QT intervals for diabetic studies. Although properties of QT intervals for diabetic patients are extensively studied, their circadian changes are not fully understood. Recently, the traditional cosinor method has been utilized for a study examining the relationship between QT circadian changes and the insulin resistance of the diabetic patients. For better characterization of the circadian change in QT intervals of this kind, spline smoothing technique applied to a decimated data set of QT intervals is proposed. New indices named QT circadian transition time (QTCT) and QT circadian transition amplitude (QTCA) associated with the subjects´ awakening process are defined to characterize diabetic patients´ condition. The method is applied to ten normal and fifteen type 2 diabetic patients. The proposed indices showed significantly lower values for type 2 diabetic patients compared to the control subjects indicating their effectiveness for the characterization.
Keywords :
electrocardiography; medical signal processing; ECG recordings; QT circadian transition amplitude; QT circadian transition time; QT interval; circadian change; diabetic patient; insulin resistance; spline smoothing technique; Diabetes; Educational institutions; Finite impulse response filter; Fitting; Insulin; Smoothing methods; Spline; QT intervals; biosignal classification; circadian rhythm; cosinor method; diabetes; Algorithms; Circadian Rhythm; Diabetes Mellitus, Type 2; Electrocardiography; Female; Heart Rate; Humans; Male; Oscillometry; Reproducibility of Results; Sensitivity and Specificity;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6090548