GradMix for nuclei segmentation and classification in imbalanced pathology image datasets

Tan Nhu Nhat Doan, Kyungeun Kim, Boram Song +1

An automated segmentation and classification of nuclei is an essential task in digital pathology. The current deep learning-based approaches require a vast amount of annotated data…