Title :
Accuracy improvement of noninvasive determination of glucose concentration in human blood
Author :
Krivenko, S. ; Pulavskyi, A.
Author_Institution :
Biopromin Ltd., Kharkov, Ukraine
Abstract :
A method of the improvement of the accuracy of the existing thermospectroscopic glucometer is presented in the article. The improvement of the accuracy is based on an increase in the measurement time by two times as compared to the existing method and the introduction of the body mass index in the model. Preliminary age-specific clusterization of input data is added. The results of the work of the proposed method, using 36 patients, are given. The clinical acceptability of the result in accordance with Clarke and Parkes Error Grid is shown. The percentage of compliance with the standard ISO 15197:2003 which amounts to 88.9% is reached.
Keywords :
ISO standards; biochemistry; biomedical measurement; blood; chemical variables measurement; patient diagnosis; spectrochemical analysis; Clarke and Parkes Error Grid; accuracy improvement; age-specific clusterization; body mass index; human blood; input data; measurement time; noninvasive glucose concentration determination; standard ISO 15197:2003; thermospectroscopic glucometer; Accuracy; Blood; Diabetes; ISO standards; Indexes; Sugar; diabetes mellitus; noninvasive glucometer; thermal spectrum;
Conference_Titel :
Experience of Designing and Application of CAD Systems in Microelectronics (CADSM), 2013 12th International Conference on the
Conference_Location :
Polyana Svalyava
Print_ISBN :
978-1-4673-6461-4
