Risk-Aware Robust Learning: Reducing Clinical Risk under Label Noise in Medical Image Classification

Maycon R. S. Pereira, Filipe R. Cordeiro

Noisy labels are a pervasive challenge in medical image classification, where annotation errors arise from inter-observer variability and diagnostic ambiguity. Although several noi…