"medical image segmentation" Papers
16 papers found
DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation
Maregu Assefa, Muzammal Naseer, IYYAKUTTI IYAPPAN GANAPATHI et al.
CVPR 2025posterarXiv:2504.04566
6
citations
GauSAM: Contour‑Guided 2D Gaussian Fields for Multi‑Scale Medical Image Segmentation with Segment Anything
Jinxuan Wu, Jiange Wang, Dongdong Zhang
NeurIPS 2025poster
HarmonySeg: Tubular Structure Segmentation with Deep-Shallow Feature Fusion and Growth-Suppression Balanced Loss
Ke Zhang, Yi Huang, Wei Liu et al.
ICCV 2025posterarXiv:2504.07827
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline
Junlong Cheng, Bin Fu, Jin Ye et al.
CVPR 2025posterarXiv:2411.12814
25
citations
Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation
Lexin Fang, Yunyang Xu, Xiang Ma et al.
CVPR 2025posterarXiv:2503.11140
Progressive Test Time Energy Adaptation for Medical Image Segmentation
Xiaoran Zhang, Byung-Woo Hong, Hyoungseob Park et al.
ICCV 2025highlightarXiv:2503.16616
3
citations
Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation
Qinghe Ma, Jian Zhang, Zekun Li et al.
CVPR 2025posterarXiv:2503.16997
4
citations
CC-SAM: Enhancing SAM with Cross-feature Attention and Context for Ultrasound Image Segmentation
Shreyank Narayana Gowda, David A Clifton
ECCV 2024poster
18
citations
FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification
Yu Tian, Congcong Wen, Min Shi et al.
ECCV 2024posterarXiv:2407.08813
27
citations
I-MedSAM: Implicit Medical Image Segmentation with Segment Anything
Xiaobao Wei, Jiajun Cao, Yizhu Jin et al.
ECCV 2024posterarXiv:2311.17081
26
citations
MedSegDiff-V2: Diffusion-based Medical Image Segmentation with Transformer
Junde Wu, Wei Ji, Huazhu Fu et al.
AAAI 2024paperarXiv:2301.11798
259
citations
MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis
Luyuan Xie, Manqing Lin, Tianyu Luan et al.
ICML 2024poster
PMT: Progressive Mean Teacher via Exploring Temporal Consistency for Semi-Supervised Medical Image Segmentation
Ning Gao, Sanping Zhou, Le Wang et al.
ECCV 2024posterarXiv:2409.05122
10
citations
Polyper: Boundary Sensitive Polyp Segmentation
Hao Shao, Yang Zhang, Qibin Hou
AAAI 2024paperarXiv:2312.08735
SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation
Wenxi Yue, Jing Zhang, Kun Hu et al.
AAAI 2024paperarXiv:2308.08746
110
citations
Topology-Preserving Downsampling of Binary Images
Chia-Chia Chen, Chi-Han Peng
ECCV 2024posterarXiv:2407.17786
2
citations