G 2RA-NET: Graph-based Cross-Slice Relation Modeling with Attention Gating for Medical Image Segmentation

arXiv:2609.20088 · cs.CV · Submitted 2026-09-17 · Read on arXiv

cs.CV

Submitted: 2026-09-17

Updated: 2026-09-17

Terminology

Ablation — 7× in this paper · explained in 1 episode
Cross-Slice Attention Gate — 7× in this paper
Graph-Based Slice Relationship Modeling — 6× in this paper
Accuracy — 5× in this paper · explained in 1 episode
Adjacency Matrix — 4× in this paper · explained in 1 episode
Transformer — 4× in this paper · explained in 2 episodes
Ablation Studies — 2× in this paper · explained in 1 episode
Consistency — 2× in this paper · explained in 3 episodes
Graph Construction — 2× in this paper · explained in 3 episodes
Adam — 1× in this paper · explained in 2 episodes
Anisotropy — 1× in this paper · explained in 3 episodes
Attention Mechanism — 1× in this paper · explained in 3 episodes
Decode — 1× in this paper · explained in 2 episodes
Feature Extraction — 1× in this paper · explained in 2 episodes
Loss Function — 1× in this paper · explained in 2 episodes
Open Access Series of Imaging Studies — 1× in this paper
Regularization — 1× in this paper · explained in 3 episodes
U-net architecture — 1× in this paper · explained in 3 episodes
nnU-Net — 1× in this paper · explained in 2 episodes

Sources

Rethinking Atrous Convolution for Semantic Image Segmentation

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