Dino U-Net combines a frozen DINOv3 backbone with an adapter and fidelity-aware projection module to achieve state-of-the-art medical image segmentation across seven public datasets.
Myops-net: Myocardial pathology segmentation with flexible combi- nation of multi-sequence cmr images,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Dino U-Net: Exploiting High-Fidelity Dense Features from Foundation Models for Medical Image Segmentation
Dino U-Net combines a frozen DINOv3 backbone with an adapter and fidelity-aware projection module to achieve state-of-the-art medical image segmentation across seven public datasets.