GraphSVR: q-Space--Aware Graph-Based Slice-to-Volume Registration for Diffusion MRI

arXiv:2609.24732 · cs.CV, eess.IV · Submitted 2026-09-21 · Read on arXiv

cs.CV, eess.IV

Submitted: 2026-09-21

Updated: 2026-09-21

Code: https://github.com/nogakertes/GraphSVR

Terminology

• Robustness — 4× in this paper · explained in 5 episodes
• Transformer — 4× in this paper · explained in 2 episodes
• Consistency — 3× in this paper · explained in 3 episodes
• Graph Construction — 3× in this paper · explained in 3 episodes
• Sparsity — 3× in this paper · explained in 4 episodes
• Ablation — 2× in this paper · explained in 1 episode
• Ablation study — 1× in this paper · explained in 1 episode
• Adam — 1× in this paper · explained in 2 episodes
• Aggregation — 1× in this paper · explained in 1 episode
• Alignment — 1× in this paper · explained in 1 episode
• Embeddings — 1× in this paper · explained in 2 episodes
• GNNs — 1× in this paper · explained in 2 episodes
• Regularization — 1× in this paper · explained in 3 episodes

Sources

• Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification

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