Neural networks : the official journal of the International Neural Network Society
ReTri: Progressive domain bridging via representation disentanglement and triple-level consistency-driven feature alignment for unsupervised domain adaptive medical image segmentation.
Xiaoru Gao, Guoyan Zheng
Published: 202610.1016/j.neunet.2026.108564
Abstract
Unsupervised domain adaptation (UDA) in medical image segmentation presents significant challenges due to substantial cross-domain disparities and the inherent absence of target domain annotations. In this study, to address these challenges, we propo…
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