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Noninvasive direct bilirubin detection by spectral analysis of color images using a Mini-LED light source
Urine test paper is a standard, noninvasive detection method for direct bilirubin, but this method can only achieve qualitative analysis and cannot achieve quantitative analysis. This study used Mini-LEDs as the light source, and direct bilirubin was oxidized to biliverdin by an enzymatic method wit...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9935770/ https://www.ncbi.nlm.nih.gov/pubmed/36795165 http://dx.doi.org/10.1186/s11671-023-03794-9 |
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author | Kuo, Hsin-Ching Ye, Zhi-Ting Tseng, Shen Fu Tsou, Shang Xuan Huang, Shih Wei Tsai, Chun-Wei |
author_facet | Kuo, Hsin-Ching Ye, Zhi-Ting Tseng, Shen Fu Tsou, Shang Xuan Huang, Shih Wei Tsai, Chun-Wei |
author_sort | Kuo, Hsin-Ching |
collection | PubMed |
description | Urine test paper is a standard, noninvasive detection method for direct bilirubin, but this method can only achieve qualitative analysis and cannot achieve quantitative analysis. This study used Mini-LEDs as the light source, and direct bilirubin was oxidized to biliverdin by an enzymatic method with ferric chloride (FeCl(3)) for labeling. Images were captured with a smartphone and evaluated for red (R), green (G), and blue (B) colors to analyze the linear relationship between the spectral change of the test paper image and the direct bilirubin concentration. This method achieved noninvasive detection of bilirubin. The experimental results demonstrated that Mini-LEDs can be used as the light source to analyze the grayscale value of the image RGB. For the direct bilirubin concentration range of 0.1–2 mg/dL, the green channel had the highest coefficient of determination coefficient (R(2)) of 0.9313 and a limit of detection of 0.56 mg/dL. With this method, direct bilirubin concentrations higher than 1.86 mg/dL can be quantitatively analyzed with the advantage of rapid and noninvasive detection. |
format | Online Article Text |
id | pubmed-9935770 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-99357702023-02-18 Noninvasive direct bilirubin detection by spectral analysis of color images using a Mini-LED light source Kuo, Hsin-Ching Ye, Zhi-Ting Tseng, Shen Fu Tsou, Shang Xuan Huang, Shih Wei Tsai, Chun-Wei Discov Nano Research Urine test paper is a standard, noninvasive detection method for direct bilirubin, but this method can only achieve qualitative analysis and cannot achieve quantitative analysis. This study used Mini-LEDs as the light source, and direct bilirubin was oxidized to biliverdin by an enzymatic method with ferric chloride (FeCl(3)) for labeling. Images were captured with a smartphone and evaluated for red (R), green (G), and blue (B) colors to analyze the linear relationship between the spectral change of the test paper image and the direct bilirubin concentration. This method achieved noninvasive detection of bilirubin. The experimental results demonstrated that Mini-LEDs can be used as the light source to analyze the grayscale value of the image RGB. For the direct bilirubin concentration range of 0.1–2 mg/dL, the green channel had the highest coefficient of determination coefficient (R(2)) of 0.9313 and a limit of detection of 0.56 mg/dL. With this method, direct bilirubin concentrations higher than 1.86 mg/dL can be quantitatively analyzed with the advantage of rapid and noninvasive detection. Springer US 2023-02-16 /pmc/articles/PMC9935770/ /pubmed/36795165 http://dx.doi.org/10.1186/s11671-023-03794-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Kuo, Hsin-Ching Ye, Zhi-Ting Tseng, Shen Fu Tsou, Shang Xuan Huang, Shih Wei Tsai, Chun-Wei Noninvasive direct bilirubin detection by spectral analysis of color images using a Mini-LED light source |
title | Noninvasive direct bilirubin detection by spectral analysis of color images using a Mini-LED light source |
title_full | Noninvasive direct bilirubin detection by spectral analysis of color images using a Mini-LED light source |
title_fullStr | Noninvasive direct bilirubin detection by spectral analysis of color images using a Mini-LED light source |
title_full_unstemmed | Noninvasive direct bilirubin detection by spectral analysis of color images using a Mini-LED light source |
title_short | Noninvasive direct bilirubin detection by spectral analysis of color images using a Mini-LED light source |
title_sort | noninvasive direct bilirubin detection by spectral analysis of color images using a mini-led light source |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9935770/ https://www.ncbi.nlm.nih.gov/pubmed/36795165 http://dx.doi.org/10.1186/s11671-023-03794-9 |
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