Addressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRI

Hritam Basak, Sagnik Ghosal, Ram Sarkar

Due to the imbalanced and limited data, semi-supervised medical image segmentation methods often fail to produce superior performance for some specific tailed classes. Inadequate t…