Author name: Zhiquan Chen, Haitao Wang, Guowei Zou, Hejun Wu

arXiv:2605.14566v1 Announce Type: new
Abstract: Medical image segmentation remains challenging in low-data regimes, where scarce annotations often yield poor generalization and ambiguous boundaries with missing fine structures. Recent self-supervised …

arXiv:2605.14579v1 Announce Type: new
Abstract: Accurate medical image segmentation is fundamental to precision medicine, yet robust delineation remains challenging under heterogeneous appearances, ambiguous boundaries, and large anatomical variabilit…