Estimation of blood glucose from PPG signal using convolutional neural network
The purpose of this paper is to develop a system that can measure the blood glucose level
in a non-invasive way. Since blood glucose is an important indicator of health issues …
in a non-invasive way. Since blood glucose is an important indicator of health issues …
In-vivo estimation of glucose level using PPG signal
Despite being at the start of the 21st-century, the non-invasive measurement of blood
glucose still remains a challenging task in the scientific world. In recent times, several …
glucose still remains a challenging task in the scientific world. In recent times, several …
Non-invasive glucose monitoring using machine learning
SH Krishnan, P Vinupritha… - … on Communication and …, 2020 - ieeexplore.ieee.org
Diabetes Mellitus (DM), the metabolic disorder can cause serious health issues if not
managed properly. The conventional blood glucose monitors are invasive and causes pain …
managed properly. The conventional blood glucose monitors are invasive and causes pain …
Noninvasive blood glucose prediction from photoplethysmogram using relevance vector machine
S Shobitha, PM Amita, KB Niranjana… - 2018 3rd International …, 2018 - ieeexplore.ieee.org
Diabetes mellitus is one of the predominant threats., hence monitoring the glucose levels is
crucial. Clinically., it is measured using invasive blood tests. However., using …
crucial. Clinically., it is measured using invasive blood tests. However., using …
Design and implementation of a wearable system for non-invasive glucose level monitoring
Among current issues that are challenging to be dealt with in medical science, Diabetes is a
noteworthy one. A good number of invasive techniques to measure blood glucose levels …
noteworthy one. A good number of invasive techniques to measure blood glucose levels …
Towards non-invasive blood glucose measurement using machine learning: An all-purpose PPG system design
Diabetes, the result of excessive or uncontrolled glucose in the blood, is one of the leading
causes of human mortality. Due to the unavailability of non-invasive glucose level checker …
causes of human mortality. Due to the unavailability of non-invasive glucose level checker …
Noninvasive heart rate and blood glucose level estimation using photoplethysmography
SK Singha, M Ahmad - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Heart rate (HR) and blood glucose level (BGL) are two important indicators of fitness of
human health and it is imperative to measure these parameters regularly to avoid severe …
human health and it is imperative to measure these parameters regularly to avoid severe …
Research on estimation of blood glucose based on PPG and deep neural networks
H Deng, L Zhang, Y Xie, S Mo - IOP Conference Series: Earth …, 2021 - iopscience.iop.org
Diabetes is one of the three major chronic diseases in the world. At present, the number of
diabetic patients in the world is increasing year by year, which has become one of the main …
diabetic patients in the world is increasing year by year, which has become one of the main …
Non-invasive blood glucose estimation using multi-sensor based portable and wearable system
Currently, invasive glucometers are widely used for monitoring blood glucose level. It is
required to prick a finger of the subject to collect the blood sample. In this paper, a cost …
required to prick a finger of the subject to collect the blood sample. In this paper, a cost …
Measuring and detecting blood glucose by methods non-invasive
M Ionescu, S Doctorala - 2018 10th International Conference on …, 2018 - ieeexplore.ieee.org
This article aims to discuss the detection and measurement of blood glucose by non-
invasive methods, current or older blood glucose measurement methods, current and future …
invasive methods, current or older blood glucose measurement methods, current and future …