The study “Exploring Prediabetes Pathways Using Explainable AI on Data from Electronic Medical Records” (https://doi.org/10.3233/SHTI240519) presented at the 34th EFMI (European Federation for Medical Informatics) MIE (Medical Informatics Europe) conference by Alessia Paglialonga, senior researcher at CNR-IEIIT, and conducted in collaboration with Toronto Metropolitan University and University of Toronto in the framework of the European Project PRAESIIDIUM , has been selected among more than 500 contributions and awarded the prestigious Rolf Hansen Memorial Best Paper Award.