In-hoc Concept Representations to Regularise Deep Learning in Medical Imaging

Valentina Corbetta, Floris Six Dijkstra, Regina Beets-Tan +3

Deep learning models in medical imaging often achieve strong in-distribution performance but struggle to generalise under distribution shifts, frequently relying on spurious correl…