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eess.IV2026
Uncertainty-Guided Dual-Domain Learning for Reliable Skin Lesion Segmentation
Duwei Dai, Caixia Dong, Guowei Dai +6
Accurate skin lesion segmentation is vital for dermoscopic Computer-Aided Diagnosis. However, visual ambiguity and morphological irregularity often defeat spatial modeling, necessi…
eess.IV2025
Unleashing Vision Foundation Models for Coronary Artery Segmentation: Parallel ViT-CNN Encoding and Variational Fusion
Caixia Dong, Duwei Dai, Xinyi Han +4
Accurate coronary artery segmentation is critical for computeraided diagnosis of coronary artery disease (CAD), yet it remains challenging due to the small size, complex morphology…