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使用Mini-LED光源通过彩色图像光谱分析进行无创直接胆红素检测。

Noninvasive direct bilirubin detection by spectral analysis of color images using a Mini-LED light source.

作者信息

Kuo Hsin-Ching, Ye Zhi-Ting, Tseng Shen Fu, Tsou Shang Xuan, Huang Shih Wei, Tsai Chun-Wei

机构信息

Ditmanson Medical Foundation Chia-Yi Christian Hospital, Chiayi City, Taiwan, ROC.

Department of Mechanical Engineering, Advanced Institute of Manufacturing with High-Tech Innovations, National Chung Cheng University, 168, University Rd., Min-Hsiung, Chia-Yi, 62102, Taiwan, ROC.

出版信息

Discov Nano. 2023 Feb 16;18(1):16. doi: 10.1186/s11671-023-03794-9.

Abstract

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) 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) 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.

摘要

尿试纸是一种用于直接胆红素的标准非侵入性检测方法,但该方法只能进行定性分析,无法进行定量分析。本研究使用微型发光二极管(Mini-LEDs)作为光源,通过氯化铁(FeCl)的酶法将直接胆红素氧化为胆绿素进行标记。用智能手机拍摄图像,并对红(R)、绿(G)和蓝(B)颜色进行评估,以分析试纸图像的光谱变化与直接胆红素浓度之间的线性关系。该方法实现了胆红素的非侵入性检测。实验结果表明,Mini-LEDs可作为光源来分析图像RGB的灰度值。对于0.1 - 2mg/dL的直接胆红素浓度范围,绿色通道的决定系数(R)最高,为0.9313,检测限为0.56mg/dL。采用这种方法,可以对高于1.86mg/dL的直接胆红素浓度进行定量分析,具有快速和非侵入性检测的优点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccaa/9935770/13acbbb025ea/11671_2023_3794_Fig1_HTML.jpg

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