Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints

Grayscale self-adjusting network with weak feature enhancement for 3D lumbar anatomy segmentation

Semi-supervised Medical Image Segmentation Using Cross-Model Pseudo-Supervision with Shape Awareness and Local Context Constraints

Multi-Task Joint Learning of 3D Keypoint Saliency and Correspondence Estimation

Att-MoE: Attention-based Mixture of Experts for nuclear and cytoplasmic segmentation