CarveMix-RC: Addressing Rare-Class Imbalance Through Lesion-Aware Synthetic Augmentation for Brain Metastasis Segmentation

arXiv:2609.35195 · cs.CV, cs.AI · Submitted 2026-09-28 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-09-28

Updated: 2026-09-28

Code: https://github.com/shiblyg/carvemix-rc

Terminology

nnU-Net — 21× in this paper · explained in 2 episodes
Benchmark — 7× in this paper · explained in 2 episodes
Core — 7× in this paper · explained in 2 episodes
Data Augmentation — 5× in this paper · explained in 7 episodes
Accuracy — 3× in this paper · explained in 1 episode
Consistency — 2× in this paper · explained in 3 episodes
Regularization — 2× in this paper · explained in 3 episodes
Robustness — 2× in this paper · explained in 5 episodes
Adaptation — 1× in this paper · explained in 1 episode
Adaptive Sampling — 1× in this paper · explained in 1 episode
Aggregation — 1× in this paper · explained in 1 episode
Attention Mechanism — 1× in this paper · explained in 3 episodes
Benchmarking — 1× in this paper · explained in 4 episodes
Domain Adaptation — 1× in this paper · explained in 5 episodes
Feature Extraction — 1× in this paper · explained in 2 episodes
Generalization — 1× in this paper · explained in 13 episodes
Loss Function — 1× in this paper · explained in 2 episodes
Semi-supervised Learning — 1× in this paper · explained in 4 episodes
Transformer — 1× in this paper · explained in 2 episodes
Unified Framework — 1× in this paper · explained in 5 episodes

Sources

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