Blood metabolite signature offers improved prediction of type 2 diabetes risk

Diabetes, a metabolic disease, is on the rise worldwide, and over 90% of cases are type 2 diabetes, where the body does not ...
Nature

Machine Learning Applications in Diabetes Prediction and Diagnosis

This overview examines the integration of machine learning (ML) approaches into diabetes prediction and diagnosis, highlighting the evolution from classical statistical methods to advanced data-driven ...
Medical Xpress

Using genetics to predict who is at risk of developing type 1 diabetes could inform large-scale health studies

A test using genetics to predict who is at the highest risk of developing type 1 diabetes could one day be applied to large-scale health studies, to identify adults who could benefit from new drugs, ...
The American Journal of Managed Care

Novel Machine Learning Model Improves MASLD Detection in Type 2 Diabetes

MASLD is prevalent in T2DM patients, with a 65% occurrence rate, and poses a higher risk for severe liver diseases. The study analyzed 3,836 T2DM patients, identifying key predictors like BMI, ...
Hosted on MSN

Groundbreaking new study could change the way we detect, predict, and manage diabetes

Scientists have uncovered a remarkable shift in how we understand insulin resistance and type 2 diabetes. Researchers from the University of Copenhagen revealed that everyone has their own unique ...
Scientific American

Diagnosing Type 1 Diabetes before Symptoms Strike

This article is part of “Innovations In: Type 1 Diabetes,” an editorially independent special report that was produced with financial support from Vertex. In 2024 Stephen Rich and his colleagues ...