Lorenzo Peracchio

According to our database, Lorenzo Peracchio authored at least 6 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Robust AI-ECG for Predicting Left Ventricular Systolic Dysfunction in Pediatric Congenital Heart Disease.

Yuting Yang, Lorenzo Peracchio, Joshua Mayourian, John K. Triedman, Timothy Miller, William G. La Cava

CoRR, September, 2025

End-User Confidence in Artificial Intelligence-Based Predictions Applied to Biomedical Data.

Zvi Kam, Lorenzo Peracchio, Giovanna Nicora

Int. J. Neural Syst., April, 2025

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

Mitigating Dataset Shift via Smart Augmentation with Conditional Diffusion Models.

Lorenzo Peracchio, Gabriele Santangelo, Giovanna Nicora, Barbara Draghi, Allan Tucker, Riccardo Bellazzi, Arianna Dagliati

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

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

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

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024