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Design and analysis of wearable pupillometer for autonomic neuropathy of diabetic patients

机译:糖尿病患者自主神经病变的可佩戴式瞳孔计的设计与分析

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摘要

Diabetes is a familiar disease in modern society. In the early stage of diabetes, symptoms are unobvious, but they usually induce diabetic autonomic neuropathy or, worse, cardiovascular autonomic neuropathy. Pupillometers are effective instruments for observing human pupils. This article presents a novel wearable pupillometer design, without external light artifacts, and an embedded algorithm with blinking elimination, which investigates autonomic neuropathy through recording pupil dynamics triggered by an external sensitive invisible light source. The pupillometer is experimented on 36 healthy subjects and 10 diabetic patients under four different colors (white, red, green, and blue) as well as two different light intensities: 50 and 500 mcd. Ten parameters derived from pupil diameter, pupil response time, and pupil response speed will be evaluated for the healthy subjects and diabetic patients. The results show that three in four parameters related to pupil diameters, one in four related to light intensities, and one in two related to pupil response speed could have significant differences (p < 0.05) between healthy subjects and diabetic patients. These parameters obtain over 85% sensitivity, 83% specificity, and 88% accuracy. The pupillometer is proven reliable, effective, portable, and inexpensive for diagnosing diabetes in an early stage.
机译:糖尿病是现代社会中常见的疾病。在糖尿病的早期阶段,症状并不明显,但是它们通常会诱发糖尿病性自主神经病,或者更严重的是会导致心血管自主神经病。眼动仪是观察人类瞳孔的有效工具。本文介绍了一种新颖的可佩戴瞳孔计设计,没有外部光伪影,以及一种具有眨眼消除功能的嵌入式算法,该算法通过记录由外部敏感的不可见光源触发的瞳孔动态来研究自主神经病变。瞳孔计在36种健康受试者和10位糖尿病患者的四种不同颜色(白色,红色,绿色和蓝色)以及两种不同的光强度:50和500 mcd下进行了实验。对于健康受试者和糖尿病患者,将从瞳孔直径,瞳孔反应时间和瞳孔反应速度得出的十个参数进行评估。结果表明,健康受试者与糖尿病患者之间,与瞳孔直径相关的参数中有四分之三,与光强度有关的参数中有四分之一,与瞳孔反应速度相关的参数中有二分之一可能具有显着差异(p <0.05)。这些参数可获得超过85%的灵敏度,83%的特异性和88%的准确度。实践证明,该瞳孔计在早期诊断糖尿病时是可靠,有效,便携且廉价的。

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