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cs.CV2025
TFM Dataset: A Novel Multi-task Dataset and Integrated Pipeline for Automated Tear Film Break-Up Segmentation
Guangrong Wan, Jun liu, Qiyang Zhou +4
Tear film break-up (TFBU) analysis is critical for diagnosing dry eye syndrome, but automated TFBU segmentation remains challenging due to the lack of annotated datasets and integr…
cs.CV2025
Dual-Scale Volume Priors with Wasserstein-Based Consistency for Semi-Supervised Medical Image Segmentation
Junying Meng, Gangxuan Zhou, Jun Liu +1
Despite signi cant progress in semi-supervised medical image segmentation, most existing segmentation networks overlook e ective methodological guidance for feature extraction and…
cs.CV2025
MobileViM: A Light-weight and Dimension-independent Vision Mamba for 3D Medical Image Analysis
Wei Dai, Jun Liu
Efficient evaluation of three-dimensional (3D) medical images is crucial for diagnostic and therapeutic practices in healthcare. Recent years have seen a substantial uptake in appl…