UGCP is a differentiable plug-in that performs uncertainty-guided local logit updates to refine vessel segmentations, reduce disconnections, and improve structural consistency on 2D and 3D medical datasets.
Zhao, 3d vessel-like structure segmentation in medical images by an edge-reinforced network, Medical Image Analysis 82 (2022) 102581
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Uncertainty-Guided Conservative Propagation for Structured Inference in Vessel Segmentation
UGCP is a differentiable plug-in that performs uncertainty-guided local logit updates to refine vessel segmentations, reduce disconnections, and improve structural consistency on 2D and 3D medical datasets.