Metabolic health and cardiometabolic risk clusters: implications for prediction, prevention, and treatment
Among 20 leading global risk factors for years of life lost in 2040, reference forecasts point to
three metabolic risks—high blood pressure, high BMI, and high fasting plasma glucose—as …
three metabolic risks—high blood pressure, high BMI, and high fasting plasma glucose—as …
Precision prognostics for the development of complications in diabetes
C Schiborn, MB Schulze - Diabetologia, 2022 - Springer
Individuals with diabetes face higher risks for macro-and microvascular complications than
their non-diabetic counterparts. The concept of precision medicine in diabetes aims to …
their non-diabetic counterparts. The concept of precision medicine in diabetes aims to …
Diabetic retinopathy detection and grading: A transfer learning approach using simultaneous parameter optimization and feature-weighted ECOC ensemble
Early detection of Diabetic Retinopathy (DR) is crucial as it may cause blindness. Manual
diagnosis of DR severity by ophthalmologists is challenging and time consuming. Therefore …
diagnosis of DR severity by ophthalmologists is challenging and time consuming. Therefore …
Utility of the CHA2DS2-VASc score for predicting ischaemic stroke in patients with or without atrial fibrillation: a systematic review and meta-analysis
Aims Anticoagulants are the mainstay treatment for stroke prevention in patients with non-
valvular atrial fibrillation (NVAF), and the CHA2DS2-VASc score is widely used to guide …
valvular atrial fibrillation (NVAF), and the CHA2DS2-VASc score is widely used to guide …
Prediction of hypertension using traditional regression and machine learning models: A systematic review and meta-analysis
Objective We aimed to identify existing hypertension risk prediction models developed using
traditional regression-based or machine learning approaches and compare their predictive …
traditional regression-based or machine learning approaches and compare their predictive …
Evaluation of machine learning methods developed for prediction of diabetes complications: a systematic review
Background: With the rising prevalence of diabetes, machine learning (ML) models have
been increasingly used for prediction of diabetes and its complications, due to their ability to …
been increasingly used for prediction of diabetes and its complications, due to their ability to …
DNA methylation age acceleration is associated with risk of diabetes complications
VM Vetter, J Spieker, Y Sommerer… - Communications …, 2023 - nature.com
Abstract Background Patients with Type 2 diabetes mellitus (T2D) are at risk for micro-and
macrovascular complications. Implementable risk scores are needed to improve targeted …
macrovascular complications. Implementable risk scores are needed to improve targeted …
GAS5: A pivotal lncRNA in diabetes mellitus pathogenesis and management
KS Alharbi - Pathology-Research and Practice, 2024 - Elsevier
The long non-coding RNA (lncRNA), GAS5, has garnered significant attention recently for its
multifaceted involvement in cellular processes, particularly within the context of diabetes …
multifaceted involvement in cellular processes, particularly within the context of diabetes …
Development and validation of a hypertension risk prediction model and construction of a risk score in a Canadian population
Identifying high-risk individuals for targeted intervention may prevent or delay hypertension
onset. We developed a hypertension risk prediction model and subsequent risk sore among …
onset. We developed a hypertension risk prediction model and subsequent risk sore among …
CVD incidence and mortality among people with diabetes and/or hypertension: Results from the English longitudinal study of ageing
P Zaninotto, A Steptoe, EJ Shim - Plos one, 2024 - journals.plos.org
Background and aims Diabetes and/or hypertension are the most common conditions in
older people, and also related to higher cardiovascular disease (CVD) incidence and …
older people, and also related to higher cardiovascular disease (CVD) incidence and …