2 papers
cs.CV2026
Test-time Adaptation of Pelvic Bone Segmentation Models via Dynamic Reliability-Guided
Ling Ren, Chao Deng, Ziming Wang +2
Reliable pelvic bone segmentation (PBS) from CT is essential for robot-assisted pelvic trauma surgery, yet deploying a source-trained model to a new hospital suffers from severe pe…
cs.CV2025
MSA2-Net: Utilizing Self-Adaptive Convolution Module to Extract Multi-Scale Information in Medical Image Segmentation
Chao Deng, Xiaosen Li, Xiao Qin
The nnUNet segmentation framework adeptly adjusts most hyperparameters in training scripts automatically, but it overlooks the tuning of internal hyperparameters within the segment…