Do You Trust Your Model Explanations? An Analysis of XAI Performance Under Dataset Shift. - Lorenzo Peracchio; Giovanna Nicora; Tommaso Mario Buonocore; Riccardo Bellazzi; Enea Parimbelli (AIME (2), 2024)

Evaluation of Predictive Reliability to Foster Trust in Artificial Intelligence. A case study in Multiple Sclerosis. - Lorenzo Peracchio; Giovanna Nicora; Enea Parimbelli; Tommaso Mario Buonocore; Roberto Bergamaschi; Eleonora Tavazzi; Arianna Dagliati; Riccardo Bellazzi (CoRR, 2024)

RelAI: an automated approach to judge pointwise ML prediction reliability. - Lorenzo Peracchio; Giovanna Nicora; Enea Parimbelli; Tommaso Mario Buonocore; Eleonora Tavazzi; Roberto Bergamaschi; Arianna Dagliati; Riccardo Bellazzi (Int. J. Medical Informatics, 2025)

End-User Confidence in Artificial Intelligence-Based Predictions Applied to Biomedical Data. - Zvi Kam; Lorenzo Peracchio; Giovanna Nicora (Int. J. Neural Syst., 2025)