Near Infrared LEDs-Based Non-Invasive Blood Sugar Testing for Detecting Blood Sugar Levels on Diabetic Care

IF 0.5 Q4 ENGINEERING, BIOMEDICAL
Siti Badriah, Yanyan Bahtiar, A. Andang
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引用次数: 3

Abstract

Diabetes Mellitus, with its rapid development and various complications that have caused it, has become one of the deadliest diseases in the world. Early detection efforts to raise blood sugar levels can help to avoid a variety of complications. Measuring devices are needed to find out blood sugar levels detect how much sugar is in the blood. The blood sugar measuring device is invasive by taking blood from capillaries tested both in the lab and using portable testing instruments. The use of this tool results in discomfort, pain, and trauma for the patient. The purpose of this study was to determine the degree of sensitivity of the NIR LED sensor on the thumb to the little finger to the reading of light reflections coming out of body tissues.. Currently, the index finger is often used as a medium to find out how much blood sugar is in non-invasive blood sugar measurements. The other four fingers' sensitivity is unknown at this time. Because the use of the index finger, which is located in the middle, can make activities difficult at times, information on the sensitivity level of the other fingers is required. This paper discusses the sensitivity of placing the NIR LED sensor on the five fingers to determine the most sensitive finger with the best response. Based on the testing results of 15 samples, Although the index finger receives the most significant stress, the correlation and linear regression tests show that the thumb has the closest relationship with the R2 = 0.6841. With this research, a test instrument with higher sensitivity for Diabetes can be developed by placing the sensor in a comfortable area. The implication is that the results of this study can be recommended to use the thumb as an alternative to the placement of the NIR LED sensor to measure blood sugar levels non-invasively in DM patients.
基于近红外LED的无创血糖测试用于检测糖尿病护理中的血糖水平
糖尿病随着其迅速发展和各种并发症,已成为世界上最致命的疾病之一。提高血糖水平的早期检测可以帮助避免各种并发症。需要测量设备来检测血糖水平检测血液中有多少糖。血糖测量装置是侵入性的,通过在实验室和使用便携式测试仪器从毛细血管中采集血液进行测试。使用这种工具会给患者带来不适、疼痛和创伤。本研究的目的是确定拇指到小指上的近红外LED传感器对读出身体组织反射的光的敏感度。目前,在无创血糖测量中,经常使用食指作为测量血糖的媒介。其他四个手指的敏感度目前尚不清楚。由于使用位于中间的食指有时会使活动变得困难,因此需要其他手指的敏感程度信息。本文讨论了将近红外LED传感器放置在五个手指上的灵敏度,以确定响应最佳的最灵敏手指。从15个样本的测试结果来看,虽然食指受到的应力最显著,但相关和线性回归检验表明,拇指与应力的关系最密切,R2 = 0.6841。通过这项研究,将传感器放置在舒适的区域,可以开发出具有更高灵敏度的糖尿病测试仪器。这意味着,本研究的结果可以推荐使用拇指作为放置近红外LED传感器的替代方案,以无创地测量糖尿病患者的血糖水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
1.40
自引率
14.30%
发文量
73
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