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Open AccessJournal ArticleDOI

Novel Approach to Non-Invasive Blood Glucose Monitoring Based on Transmittance and Refraction of Visible Laser Light

Haider Ali, +2 more
- 23 May 2017 - 
- Vol. 5, pp 9163-9174
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TLDR
A simple, compact, and cost-effective non-invasive device using visible red laser light of wavelength 650 nm for BGM (RL-BGM) is implemented and has three major technical advantages over NIR.
Abstract
Current blood glucose monitoring (BGM) techniques are invasive as they require a finger prick blood sample, a repetitively painful process that creates the risk of infection BGM is essential to avoid complications arising due to abnormal blood glucose levels in diabetic patients Laser light-based sensors have demonstrated a superior potential for BGM Existing near-infrared (NIR)-based BGM techniques have shortcomings, such as the absorption of light in human tissue, higher signal-to-noise ratio, and lower accuracy, and these disadvantages have prevented NIR techniques from being employed for commercial BGM applications A simple, compact, and cost-effective non-invasive device using visible red laser light of wavelength 650 nm for BGM (RL-BGM) is implemented in this paper The RL-BGM monitoring device has three major technical advantages over NIR Unlike NIR, red laser light has ~30 times better transmittance through human tissue Furthermore, when compared with NIR, the refractive index of laser light is more sensitive to the variations in glucose level concentration resulting in faster response times ~7–10 s Red laser light also demonstrates both higher linearity and accuracy for BGM The designed RL-BGM device has been tested for both in vitro and in vivo cases and several experimental results have been generated to ensure the accuracy and precision of the proposed BGM sensor

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Citations
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Proceedings ArticleDOI

Inspection of EEG Signals for Noninvasive Blood Glucose Monitoring in Prediabetes Diagnosis

TL;DR: In this paper , the changes in electroencephalogram (EEG) frequency parameters that have been scarcely considered for prediabetes diagnosis were investigated, and the EEG signals were obtained continuously in 3 positions; frontal (F), occipital (O), and parental (P).
Proceedings ArticleDOI

Non-Invasive Blood Glucose Measurement Device: Performance analysis of Diffused Reflectance method and Diffused Transmittance method using Near Infrared Light

Mrinmoy Dey
TL;DR: In this article , a non-invasive blood glucose measuring technique that consists of a Near Infrared LED (940nm) and a photodetector to estimate blood glucose levels was proposed.

Multi-models with averaging in feature domain for non-invasive blood glucose estimation

TL;DR: In this paper , the photoplethysmograms (PPGs) are acquired and denoised via the bit plane singular spectrum analysis (SSA) method, and the features are extracted.
Posted ContentDOI

Non-Invasive Glucose Monitoring System for Diabetes Management using Internet of Things and Machine Learning (Preprint)

TL;DR: In this article , the authors proposed a non-invasive method for diabetic monitoring based on a Raspberry Pi (RPi), a portable camera, and a visible light laser, which can estimate the glucose concentration using images from the human tissue.
References
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Journal ArticleDOI

Diagnosis and Classification of Diabetes Mellitus

Vittorio Basevi
- 06 Feb 2011 - 
TL;DR: The chronic hyperglycemia of diabetes is associated with long-term damage, dys-function, and failure of differentorgans, especially the eyes, kidneys, nerves, heart, and blood vessels.
Journal ArticleDOI

Non-invasive wearable electrochemical sensors: a review

TL;DR: Non-invasive electrochemical sensors and biosensors are expected to open up new exciting avenues in the field of wearable wireless sensing devices and body-sensor networks, and thus find considerable use in a wide range of personal health-care monitoring applications, as well as in sport and military applications.
Journal ArticleDOI

Broadband high photoresponse from pure monolayer graphene photodetector

TL;DR: This work demonstrates the broadest photoresponse with high photoresponsivity from pure monolayer graphene photodetectors, proving the potential of graphene as a promising material for efficient optoelectronic devices.
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