| 2025 | AIME | Conformal Prediction for ECG Interpretation: A Study on Human-AI Collaboration in Clinical Decision Support. | Duarte Folgado, Lorenzo Famiglini, Andrea Campagner, Hlder Dores, Marlia Barandas, Hugo Gamboa, Federico Cabitza |
| 2025 | IUI | From Oracular to Judicial: Enhancing Clinical Decision Making through Contrasting Explanations and a Novel Interaction Protocol. | Federico Cabitza, Lorenzo Famiglini, Caterina Fregosi, Samuele Pe, Enea Parimbelli, Giovanni Andrea La Maida, Enrico Gallazzi |
| 2024 | MDAI | Dissimilar Similarities: Comparing Human and Statistical Similarity Evaluation in Medical AI. | Federico Cabitza, Lorenzo Famiglini, Andrea Campagner, Luca Maria Sconfienza, Stefano Fusco, Valerio Caccavella, Enrico Gallazzi |
| 2023 | ECAI | Towards a Rigorous Calibration Assessment Framework: Advancements in Metrics, Methods, and Use. | Lorenzo Famiglini, Andrea Campagner, Federico Cabitza |
| 2022 | MDAI | Re-calibrating Machine Learning Models Using Confidence Interval Bounds. | Andrea Campagner, Lorenzo Famiglini, Federico Cabitza |
| 2021 | CBMS | Prediction of ICU admission for COVID-19 patients: a Machine Learning approach based on Complete Blood Count data. | Lorenzo Famiglini, Giorgio Bini, Anna Carobene, Andrea Campagner, Federico Cabitza |
| 2021 | NLDB | On the Generalization of Figurative Language Detection: The Case of Irony and Sarcasm. | Lorenzo Famiglini, Elisabetta Fersini, Paolo Rosso |