Nature

Machine Learning Applications in Diabetes Prediction

Machine learning has emerged as a pivotal tool for the early identification and risk stratification of diabetes, a disorder affecting hundreds of millions worldwide. By leveraging vast and often ...
Nature

Development of a machine learning-based interface for insulin dependency prediction using clinical data

Diabetes mellitus is a major global health burden, and early identification of insulin dependency is important for timely intervention. This study developed an artificial intelligence-based diagnostic ...
Medindia

Machine Learning Model Accurately Predicts Long-Term Risk of Type 2 Diabetes

Over 60% of U.S. adults have risk factors for type 2 diabetes, far more than current diabetes prevention programs can realistically serve. Since diabetes often develops gradually ...
HealthDay on MSN

Proteomics-, AI-based prediction system developed for diabetic retinal neurodegeneration

A proteomics- and machine learning (ML)-based precision prediction system enhances early risk stratification for diabetic ...
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, ...