University of Pavia

From Oracular to Judicial: enhancing clinical decision making through contrasting explanations and a novel interaction protocol

Clinical Decision Support Systems (CDSS) utilizing machine learning (ML) classifiers have demonstrated substantial potential for improving diagnostic accuracy across various medical domains. However, concerns regarding automation bias, diminished sense of agency, and over-reliance on these systems remain, particularly…