2 papers
cs.CV2025
Boundary-Aware Test-Time Adaptation for Zero-Shot Medical Image Segmentation
Chenlin Xu, Lei Zhang, Lituan Wang +5
Due to the scarcity of annotated data and the substantial computational costs of model, conventional tuning methods in medical image segmentation face critical challenges. Current…
cs.CV2024
Few Exemplar-Based General Medical Image Segmentation via Domain-Aware Selective Adaptation
Chen Xu, Qiming Huang, Yuqi Hou +4
Medical image segmentation poses challenges due to domain gaps, data modality variations, and dependency on domain knowledge or experts, especially for low- and middle-income count…