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Wei-Chi Wu

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Sep 2026

Topology-aware unsupervised domain adaptation for curvilinear structure segmentation.

Unsupervised domain adaptation (UDA) enables segmentation models to generalize to unlabeled clinical domains. However, existing methods primarily address appearance-level discrepancies, while neglecting topological mismatches in connectivity, branching, and loop structure-characteristics of curvilinear anatomies. This...

G. Demirci, Chia-Ling Tsai, Jia-Qi Yang et al. · 0 citations

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