Yuhao Mo

Distribution Alignment Informed Thresholding for Semi-Supervised Curvilinear Structure Segmentation

Curvilinear structure segmentation using deep neural networks is often limited by the high cost of annotation. Semi-supervised learning (SSL) helps mitigate this dependency on extensive annotated data. State-of-the-art SSL approaches generate pseudo-labels for unlabeled data, which are then used for…