Scientific Explanations in Health Sciences: Causality, Trust, and Epistemic Adequacy

Martina Mattioli, Marcello Pelillo

Medical Artificial Intelligence (AI) is widely expected to transform clinical practice, yet the decision-making processes of many Machine Learning (ML) models remain opaque. Explai…