Evaluating Explanations of an Alzheimer's Disease 18F-FDG Brain PET Black-Box Classifier. - Lisa Anita De Santi; Filippo Bargagna; Maria Filomena Santarelli; Vincenzo Positano (xAI (1), 2023)

Bayesian Convolutional Neural Networks in Medical Imaging Classification: A Promising Solution for Deep Learning Limits in Data Scarcity Scenarios. - Filippo Bargagna; Lisa Anita De Santi; Nicola Martini; Dario Genovesi; Brunella Favilli; Giuseppe Vergaro; Michele Emdin; Assuero Giorgetti; Vincenzo Positano; Maria Filomena Santarelli (J. Digit. Imaging, 2023)

Bayesian XAI Methods Towards a Robustness-Centric Approach to Deep Learning: An ABIDE I Study. - Filippo Bargagna; Lisa Anita De Santi; Maria Filomena Santarelli; Vincenzo Positano; Nicola Vanello (MeMeA, 2024)