crossrefFuture Internet2026-06-21
Machine Learning-Based Diabetes Risk Prediction via DiaHealth Dataset with Explainable AI and Streamlit Deployment
Samson Adeyemi, Muhammad Zahid Iqbal, Md Golam Muttaquee Talukder
The growing worldwide prevalence of Diabetes Mellitus highlights the urgent need for effective early detection methods to enable prompt intervention. This study develops a machine learning-based decision-support prototype for predicting diabetes risk using health metrics from the…