Using Machine Learning Techniques to Identify Key Risk Factors for Diabetes and Undiagnosed Diabetes [PDF]
arXiv, 2021 This paper reviews a wide selection of machine learning models built to predict both the presence of diabetes and the presence of undiagnosed diabetes using eight years of National Health and Nutrition Examination Survey (NHANES) data. Models are tuned and compared via their Brier Scores.
arxiv
Effect of air pollution on the growth of diabetic population [PDF]
arXiv, 2023 Diabetes mellitus is a disease which is currently a huge health hazard globally. The cases of diabetes had increased by a significant amount in past decades. Also it has been predicted that it will further increase in future. Diabetes depends on various factors like obesity, physical inactivity. Also diabetes can depend on various environmental issues.
arxiv
Quality of life in Type 1 (insulin-dependent) diabetic patients prior to and after pancreas and kidney transplantation in relation to organ function [PDF]
, 1991 Improvement of the quality of life in Type 1 (insulin-dependent) diabetic patients with severe late complications is one of the main goals of pancreas and/or kidney grafting. To assess the influences of these treatment modalities on the different aspects
A Kaplan De-Nour +33 more
core +1 more source
Hemostasis effects of various glucose-lowering medications and angiopathy prevention
Кардиоваскулярная терапия и профилактика, 2011 Aim. To assess hemostasis effects of various glucose-lowering medications (GLM), such as sulphanilamides, biguanides, and insulin, in regard to micro- and microangiopathy progression over 5 years in patients with Type 2 diabetes mellitus (DM-2). Material
G. G. Petrik, S. A. Pavlishchuk
doaj +1 more source
Detecting diabetic retinopathy severity through fundus images using an ensemble of classifiers [PDF]
arXiv, 2023 Diabetic retinopathy is an ocular condition that affects individuals with diabetes mellitus. It is a common complication of diabetes that can impact the eyes and lead to vision loss. One method for diagnosing diabetic retinopathy is the examination of the fundus of the eye.
arxiv
Automated Smartphone based System for Diagnosis of Diabetic Retinopathy [PDF]
International Conference on Computing, Communication, and
Intelligent Systems (ICCCIS), Greater Noida, India, 2019, pp. 256-261, 2020 Early diagnosis of diabetic retinopathy for treatment of the disease has been failing to reach diabetic people living in rural areas. Shortage of trained ophthalmologists, limited availability of healthcare centers, and expensiveness of diagnostic equipment are among the reasons.
arxiv +1 more source
Application of antioxidant preparation Hepaval in rational therapy of diabetes mellitus
Mìžnarodnij Endokrinologìčnij Žurnal, 2018 Lecture presents the data on the current state of diabetes mellitus problem and the role of oxidative stress. In diabetes mellitus, there are ideal conditions for the development of oxidative stress, the main role in which is played by lipid peroxidation.
V.І. Pankiv, І.V. Pankiv
doaj +1 more source
Engineered exosomes as a prospective therapy for diabetic foot ulcers. [PDF]
Burns TraumaDiabetic foot ulcer (DFU), characterized by high recurrence rate, amputations and mortality, poses a significant challenge in diabetes management.
Guo L, Xiao D, Xing H, Yang G, Yang X.
europepmc +2 more sources
Exosomes as biomarkers and therapy in type 2 diabetes mellitus and associated complications
Frontiers in Physiology, 2023 Type 2 diabetes mellitus (T2DM) is one of the most prevalent metabolic disorders worldwide. However, T2DM still remains underdiagnosed and undertreated resulting in poor quality of life and increased morbidity and mortality.
Nihal Satyadev +3 more
doaj +1 more source
Cerebral Amyloid Angiopathy Is Associated With Higher R2 Relaxation Rate: An MRI and Pathology Study
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective Cerebral amyloid angiopathy (CAA) involves β‐amyloid deposition in the walls of cortical and leptomeningeal small vessels. Transverse relaxation rate (R2) is a major source of contrast in MRI. This study tested the hypothesis that CAA is associated with R2, extracted the spatial pattern of CAA‐related R2 abnormalities, and evaluated ...
Md Tahmid Yasar +6 more
wiley +1 more source