crossrefFuture Internet2025-11-10Cited by 2
Machine Learning Pipeline for Early Diabetes Detection: A Comparative Study with Explainable AI
Yas Barzegar, Atrin Barzegar, Francesco Bellini, Fabrizio D'Ascenzo, Irina Gorelova, Patrizio Pisani
The use of Artificial Intelligence (AI) in healthcare has significantly advanced early disease detection, enabling timely diagnosis and improved patient outcomes. This work proposes an end-to-end machine learning (ML) model for predicting diabetes based on data quality by followi…