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Early warning for diabetes: AI model identifies prediabetes risk with high accuracy

A Scientific Reports study developed a pattern neural network that integrates total antioxidant status with clinical and ...
Medscape

Two-Step Approach for the Prediction of Future Type 2 Diabetes Risk

OBJECTIVE To develop a model for the prediction of type 2 diabetes mellitus (T2DM) risk on the basis of a multivariate logistic model and 1-h plasma glucose concentration (1-h PG). RESEARCH DESIGN AND ...
The Lancet

Effective sample size for individual risk predictions: quantifying uncertainty in machine learning models

Individual prediction uncertainty is a key aspect of clinical prediction model performance; however, standard performance metrics do not capture it. Consequently, a model might offer sufficient ...
AZoRobotics

How AI Predicts Diabetes Before You Even Show Symptoms

What if AI could tell you when your diabetes might get worse—before it happens? From blood sugar trends to retinal scans, ...