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cs.CV2026
Anatomically Consistent Cross-Contrast Super-Resolution of Anisotropic Brain T2w MRI
Mengqi Shen, Haicheng Wang, Meghna Trivedi +4
T2-weighted (T2w) brain MRI provides fluid-sensitive soft-tissue contrast that is important for neuro-oncology and radiotherapy planning. However, T2w scans are acquired with aniso…
cs.CV2026
Foundation Model-guided Iteratively Prompting and Pseudo-Labeling for Partially Labeled Medical Image Segmentation
Qiaochu Zhao, Wei Wei, David Horowitz +2
Automated medical image segmentation has achieved remarkable progress with fully labeled data. However, site-specific clinical priorities and the high cost of manual annotation oft…