Diabetes detection and management through photoplethysmographic and electrocardiographic signals analysis: A systematic review
(1) Background: Diabetes mellitus (DM) is a chronic, metabolic disease characterized by
elevated levels of blood glucose. Recently, some studies approached the diabetes care …
elevated levels of blood glucose. Recently, some studies approached the diabetes care …
A Review of Deep Learning Methods for Photoplethysmography Data
Photoplethysmography (PPG) is a highly promising device due to its advantages in
portability, user-friendly operation, and non-invasive capabilities to measure a wide range of …
portability, user-friendly operation, and non-invasive capabilities to measure a wide range of …
Type 2 diabetes detection with light CNN from single raw PPG wave
Photoplethysmography (PPG) is a non-invasive and cost-efficient optical technique used to
assess blood volume variations in the microcirculation. PPG technology is widely used in a …
assess blood volume variations in the microcirculation. PPG technology is widely used in a …
HDformer: A Higher-Dimensional Transformer for Detecting Diabetes Utilizing Long-Range Vascular Signals
E Lan - Proceedings of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
Diabetes mellitus is a global concern, and early detection can prevent serious
complications. 50% of those with diabetes live undiagnosed, disproportionately afflicting low …
complications. 50% of those with diabetes live undiagnosed, disproportionately afflicting low …
Machine learning-based diabetes detection using photoplethysmography signal features
FAC Oliveira, FM Dias, MAF Toledo… - arXiv preprint arXiv …, 2023 - arxiv.org
Diabetes is a prevalent chronic condition that compromises the health of millions of people
worldwide. Minimally invasive methods are needed to prevent and control diabetes but most …
worldwide. Minimally invasive methods are needed to prevent and control diabetes but most …
HDformer: A Higher Dimensional Transformer for Diabetes Detection Utilizing Long Range Vascular Signals
E Lan - arXiv preprint arXiv:2303.11340, 2023 - arxiv.org
Diabetes mellitus is a global concern, and early detection can prevent serious
complications. 50% of people with diabetes live undiagnosed, disproportionately afflicting …
complications. 50% of people with diabetes live undiagnosed, disproportionately afflicting …
Detection of Diabetes Using 1D Convolutional Neural Network from Short Time PPG Signal
Diabetes is a prevalent and chronic condition requiring effective surveillance and
categorization. In recent years, the analysis of physiological signals, such as …
categorization. In recent years, the analysis of physiological signals, such as …
Type 2 diabetes detection with light CNN from single raw PPG wave
Photoplethysmography (PPG) is a non-invasive and cost-efficient optical technique used to
assess blood volume variations inside the micro-circulation. PPG technology is widely used …
assess blood volume variations inside the micro-circulation. PPG technology is widely used …
Edge Classification of Non-Invasive Blood Glucose Levels Based on Photoplethysmography Signals
Diabetes monitoring systems are critical for avoiding potentially significant medical bills.
Only invasive methods are currently on the market. These procedures have substantial …
Only invasive methods are currently on the market. These procedures have substantial …
On the potential of AI based health assessment from photopletysmographic signals
S Zanelli, MA El Yacoubi, M Hallab… - Colloque en TéléSANté et …, 2023 - hal.science
The necessity of implementing new options to improve telemedicine has gained much
importance in recent years. Among all the available technologies, photoplethysmography is …
importance in recent years. Among all the available technologies, photoplethysmography is …