Class-imbalanced datasets can severely deteriorate the performance of semi-supervised learning (SSL). This is due to the confirmation bias especially when the pseudo labels are highly biased towards ...

This paper presents a novel approach that allows training convolutional neural networks for retinal vessel segmentation without manually annotated labels. In order to learn how to segment the retinal ...