arxivcs.CVcs.AI2026-07-01
An automated method of identifying incorrectly labelled images based on the sequences of loss functions of deep learning networks
Zhipeng Zhang, Wenhui Shou, Wengting Ma, Dongjia Xing, Qingqing Xu, Li-Qun Xu, et al.
Deep learning is widely applied in medical image analysis, but up to 10% of manually labelled images may be incorrect, degrading model performance. This paper proposes an automated method to identify incorrectly labelled medical images by analyzing sequences of loss functions fro…