DPGNet: A Boundary-Aware Medical Image Segmentation Framework Via Uncertainty Perception

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1DBANet: Dual Boundary Awareness With Confidence-Guided Pseudo Labeling for Medical Image Segmentation2025
2. 2EPLGNet: An edge prior and local-global decoupled network for precise small object segmentation under extreme class imbalance2026
3. 3Boundary-Aware Gradient Operator Network for Medical Image Segmentation2024 · 5 citations
4. 4A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical Images2024
5. 5Progressive segmentation network with a dual graph affinity interaction enhancement for medical image segmentation2026