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cs.CV2024
Shape Transformation Driven by Active Contour for Class-Imbalanced Semi-Supervised Medical Image Segmentation
Yuliang Gu, Yepeng Liu, Zhichao Sun +3
Annotating 3D medical images demands expert knowledge and is time-consuming. As a result, semi-supervised learning (SSL) approaches have gained significant interest in 3D medical i…
cs.CV2024
Dual Structure-Aware Image Filterings for Semi-supervised Medical Image Segmentation
Yuliang Gu, Zhichao Sun, Tian Chen +4
Semi-supervised image segmentation has attracted great attention recently. The key is how to leverage unlabeled images in the training process. Most methods maintain consistent pre…