Wen-Yue Tian

SCOPE-Med: Structure-Preserving and Contour-Oriented Pseudo-Label Reconstruction for mixed-domain semi-supervised medical image segmentation.

Mixed-domain semi-supervised medical image segmentation aims to learn segmentation models from a small labeled set in one domain and abundant unlabeled data from multiple unknown domains. Its central challenge is to construct reliable pseudo-supervision under substantial domain shift. Existing methods commonly infer ps...