conftrace_

medical image segmentation

351 papers

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Also known as

MIS

Co-occurring keywords

semantic segmentation (3186) semi-supervised learning (2341) medical imaging (971) image segmentation (971) domain adaptation (4595) convolutional neural network (4226) self-supervised learning (3777) attention mechanism (4001) domain generalization (1522) few-shot learning (3398)

Papers

Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation CVPR 2025
MFTrans: A Multi-Resolution Fusion Transformer for Robust Tumor Segmentation in Whole Slide Images WACV 2025
MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training WACV 2025
Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model Using 3D Whole-Body CT Scans AAAI 2025
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation CVPR 2025
Rethinking Decoder Design: Improving Biomarker Segmentation Using Depth-to-Space Restoration and Residual Linear Attention CVPR 2025
Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation AAAI 2025
Neuroverse3D: Developing In-Context Learning Universal Model for Neuroimaging in 3D ICCV 2025
Alleviate and Mining: Rethinking Unsupervised Domain Adaptation for Mitochondria Segmentation from Pseudo-Label Perspective AAAI 2025
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline CVPR 2025
DeformCL: Learning Deformable Centerline Representation for Vessel Extraction in 3D Medical Image CVPR 2025
Breaking Grid Constraints: Dynamic Graph Reconstruction Network for Multi-organ Segmentation ICCV 2025
MRGen: Segmentation Data Engine For Underrepresented MRI Modalities ICCV 2025
FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation AAAI 2025
RA-BUSSeg: Relation-aware Semi-supervised Breast Ultrasound Image Segmentation via Adjacent Propagation and Cross-layer Alignment ICCV 2025
Concentrate on Weakness: Mining Hard Prototypes for Few-Shot Medical Image Segmentation IJCAI 2025
Data Poisoning Attack Defense and Evolutionary Domain Adaptation for Federated Medical Image Segmentation IJCAI 2025
Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation ICCV 2025
Test-Time Domain Generalization via Universe Learning: A Multi-Graph Matching Approach for Medical Image Segmentation CVPR 2025
Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy AAAI 2025
Spatial-Temporal Memory Filtering SAM for Lesion Segmentation in Breast Ultrasound Videos MICCAI 2025
Segmenting Maxillofacial Structures in CBCT Volumes CVPR 2025
NETracer: A Topology-Aware Iterative Tracing Approach for Tubular Structure Extraction ICCV 2025
Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation CVPR 2025
Unlocking Dark Vision Potential for Medical Image Segmentation IJCAI 2025