Measurement of glucose level from residual magnetic properties of saliva for diabetic patients using spline wavelet transform compared with invasive measurement of blood glucose using glucometer

In this paper, our aim is to measure Blood Glycemic (BG) level from saliva through Spline Wavelet Transform (SWT) and compared with invasive technique of measuring BG level using Accu Check Glucometer. Magnetic properties are used to measure BG level for 10 subjects (5-diabetic, 5-non-diabetic) thro...

Full description

Saved in:
Bibliographic Details
Published inAIP conference proceedings Vol. 2587; no. 1
Main Authors Mounika, P., Kumari, S. Krishna
Format Journal Article Conference Proceeding
LanguageEnglish
Published Melville American Institute of Physics 21.11.2023
Subjects
Algorithms
Blood
Glucose
Magnetic properties
Saliva
Wavelet transforms
Online AccessGet full text
ISSN0094-243X
1551-7616
DOI10.1063/5.0179103

Cover

More Information
Summary:In this paper, our aim is to measure Blood Glycemic (BG) level from saliva through Spline Wavelet Transform (SWT) and compared with invasive technique of measuring BG level using Accu Check Glucometer. Magnetic properties are used to measure BG level for 10 subjects (5-diabetic, 5-non-diabetic) through SWT algorithm and then analyzed. Then the difference of BG levels of invasive method and non invasive method are compared and accuracy obtained. It is observed that non-invasive method of linear regression has higher accuracy of (95.20%) than invasive method accuracy of (92.40%) and significance (p< 0.01) through the SPSS tool. Within the limitations of this study, BG measurement using saliva through SWT has a higher significance than an invasive technique.
Bibliography:ObjectType-Conference Proceeding-1
SourceType-Conference Papers & Proceedings-1
content type line 21
ISSN:0094-243X
1551-7616
DOI:10.1063/5.0179103