IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Uncertainty-Guided Adaptive Correction for Semi-Supervised Medical Image Segmentation.
Xi Chen, Lyuyang Tong, Huangxuan Zhao, Bo Du
Published: 202510.1109/TIP.2025.3636145
Abstract
Consistent perturbation strategies have emerged as a dominant paradigm in semi-supervised medical image segmentation. Nevertheless, prevailing approaches inadequately address two critical challenges: 1) prediction errors induced by data uncertainty f…
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