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 +5

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…