Benchmarking Real-World Medical Image Classification with Noisy Labels: Challenges, Practice, and Outlook

Yuan Ma, Junlin Hou, Chao Zhang +4

Learning from noisy labels remains a major challenge in medical image analysis, where annotation demands expert knowledge and substantial inter-observer variability often leads to…