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RefineFormer3D: Efficient 3D Medical Image Segmentation via Adaptive Multi-Scale Transformer with Cross Attention Fusion
Arxiv
0+阅读 · 2月18日
A hybrid Kolmogorov-Arnold network for medical image segmentation
Arxiv
0+阅读 · 2月7日
Adaptive Knowledge Transferring with Switching Dual-Student Framework for Semi-Supervised Medical Image Segmentation
Arxiv
0+阅读 · 2月4日
Region-Normalized DPO for Medical Image Segmentation under Noisy Judges
Arxiv
0+阅读 · 1月30日
MedSAM-Agent: Empowering Interactive Medical Image Segmentation with Multi-turn Agentic Reinforcement Learning
Arxiv
0+阅读 · 2月3日
Fully Kolmogorov-Arnold Deep Model in Medical Image Segmentation
Arxiv
0+阅读 · 2月3日
Scribble-Supervised Medical Image Segmentation with Dynamic Teacher Switching and Hierarchical Consistency
Arxiv
0+阅读 · 1月23日
Generalizing Abstention for Noise-Robust Learning in Medical Image Segmentation
Arxiv
0+阅读 · 1月20日
ProGiDiff: Prompt-Guided Diffusion-Based Medical Image Segmentation
Arxiv
0+阅读 · 1月22日
DSFedMed: Dual-Scale Federated Medical Image Segmentation via Mutual Distillation Between Foundation and Lightweight Models
Arxiv
0+阅读 · 1月22日
Medical SAM3: A Foundation Model for Universal Prompt-Driven Medical Image Segmentation
Arxiv
0+阅读 · 1月15日
DTC: A Deformable Transposed Convolution Module for Medical Image Segmentation
Arxiv
0+阅读 · 1月25日
When Swin Transformer Meets KANs: An Improved Transformer Architecture for Medical Image Segmentation
Arxiv
0+阅读 · 1月26日
MetaDCSeg: Robust Medical Image Segmentation via Meta Dynamic Center Weighting
Arxiv
0+阅读 · 1月22日
Semantic-aware Random Convolution and Source Matching for Domain Generalization in Medical Image Segmentation
Arxiv
0+阅读 · 1月27日
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