Synthetic Data Generation for Long-Tail Medical Image Classification: A Case Study in Skin Lesions

Jiaxiang Jiang, Mahesh Subedar, Omesh Tickoo

Long-tailed class distributions are pervasive in multi-class medical datasets and pose significant challenges for deep learning models which typically underperform on tail classes…