IEEE transactions on medical imaging
Common Pattern Prior-Driven Semi-Supervised Medical Image Segmentation.
Lexin Fang, Yunyang Xu, Anxin Zhang, Xin Li, Xuemei Li, Caiming Zhang
Published: 202610.1109/TMI.2025.3650583
Abstract
Semi-supervised learning (SSL) has emerged as a promising paradigm for medical image segmentation, aiming to alleviate the scarcity of high-quality annotations by combining limited labeled and abundant unlabeled data. However, existing SSL methods su…
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