Title :
Noninvasive evaluation of glucose concentration in the human blood based on electrocardiograms
Author :
Pulavskyi, Anatolii A. ; Krivenko, Sergey S. ; Krivenko, Stanislaw A.
Author_Institution :
Sci. Dept., BioPromin Ltd., Kharkiv, Ukraine
Abstract :
A method for detection of twofold or greater change in the concentration of glucose in the blood of patients suffering from type 2 diabetes by means of the analysis of their electrocardiograms is proposed. The method is based on a tenth order linear prediction filter. The square of the Matthew´s correlation coefficient 0.91 has been achieved during the examination of 21 patients by means of the standard oral glucose tolerance test with the proposed method.
Keywords :
biochemistry; blood; electrocardiography; filtering theory; medical signal processing; Matthew correlation coefficient; electrocardiograms; glucose concentration; noninvasive glucose concentration evaluation; standard oral glucose tolerance test; tenth order linear prediction filter; type 2 diabetes; Blood; Correlation; Correlation coefficient; Diabetes; Electrocardiography; Standards; Sugar; electrocardiogram; noninvasive blood glucose meter; receiver operating characteristic (ROC);
Conference_Titel :
Electronics and Nanotechnology (ELNANO), 2015 IEEE 35th International Conference on
Conference_Location :
Kiev
DOI :
10.1109/ELNANO.2015.7146890
