D3Seg improves brain tumor segmentation under missing MRI modalities via multi-hop graph fusion, latent diffusion imputation, and probability refinement, reporting 1-2% Dice gains on BraTS 2023.
Tackling missing mo dalities with memory-efficient modality-complementary prompt learning for robust brain tumor segmentation,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
D3Seg: Dependency-Aware Diffusion for Brain Tumor Segmentation with Missing Modalities
D3Seg improves brain tumor segmentation under missing MRI modalities via multi-hop graph fusion, latent diffusion imputation, and probability refinement, reporting 1-2% Dice gains on BraTS 2023.