| Title: |
Determination of Glucose Level in Blood and Aqueous Solution using Fourier Transform Near Infrared Spectroscopy |
| Authors: |
Jassim, Zahraa Najeh; Ali, Alaa Nouri Abd Moslim; Taqi, Doaa Hasanain; Hamzawi, Raghad Kadhim; Shakir, Ruqayah Haleem; Abdulkadhim , Abdullah Matai; Galawi, Ahmed Aziz |
| Source: |
INTERNATIONAL JOURNAL OF HEALTH SYSTEMS AND MEDICAL SCIENCES; Vol. 2 No. 5 (2023): MAY; 83-89 ; 2833-7433 ; 10.51699/ijhsms.v2i5 |
| Publisher Information: |
Academic Journal Inc |
| Publication Year: |
2023 |
| Description: |
Fourier transform near infrared spectroscopy is frequently utilized because it can measure a variety of solid and liquid samples, including components that are water soluble. The measurements of glucose concentrations in aqueous solutions are helpful to explore how near-infrared spectroscopy can be used for non-invasive assessments of glucose levels in the blood and how low concentrations of glucose in water may be determined using it. This study uses Fourier transform near-infrared spectroscopy to present an alternate method for estimating the glucose concentration in aqueous solutions below 1000 mg/dL. This method benefits from being non-destructive and less labor-intensive sample preparation. We carefully produced aqueous solutions of glucose at concentrations of 0–100 mg/dL at intervals of 5 mg/dL, 110–500 mg/dL at intervals of 10 mg/dL, and 525–1000 mg/dL at intervals of 25 mg/dL. As a result, 81 standard solution samples overall are produced for the calibration and validation sample sets. Inferring that the near-infrared prediction model is enough to estimate glucose content in the aqueous solutions below 1000 mg/dL, PLSR analysis to near-infrared spectra demonstrates that glucose content in aqueous solutions can be predicted effectively with a maximum variance of 6 mg/dL. While building a non-destructive glucose level measurement system employing a near-infrared light source, the NIR's capacity to detect glucose concentration below 1000 mg/dL is very crucial. |
| Document Type: |
article in journal/newspaper |
| File Description: |
application/pdf |
| Language: |
English |
| Relation: |
https://inter-publishing.com/index.php/IJHSMS/article/view/1743/1499 |
| DOI: |
10.51699/ijhsms.v2i5.1743 |
| Availability: |
https://inter-publishing.com/index.php/IJHSMS/article/view/1743; https://doi.org/10.51699/ijhsms.v2i5.1743 |
| Rights: |
https://creativecommons.org/licenses/by/4.0 |
| Accession Number: |
edsbas.703AD17C |
| Database: |
BASE |