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medical image segmentation

388 papers

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Also known as

MIS

Co-occurring keywords · papers mentioning both

semantic segmentation (76) semi-supervised learning (56) medical imaging (43) image segmentation (28) domain adaptation (28) convolutional neural network (26) domain generalization (20) self-supervised learning (20) few-shot learning (20) attention mechanism (19)

Papers

Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy AAAI 2025 LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation ICML 2025 Learning Semi-Supervised Medical Image Segmentation from Spatial Registration WACV 2025 LQ-Adapter: ViT-Adapter with Learnable Queries for Gallbladder Cancer Detection from Ultrasound Images WACV 2025 MAIS: Memory-Attention for Interactive Segmentation MIDL 2025 MaskSAM: Auto-prompt SAM with Mask Classification for Volumetric Medical Image Segmentation ICCV 2025 MedCL: Learn Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation MIDL 2025 MedDelinea: Scalable and Efficient Medical Image Segmentation via Controllable Diffusion Transformers MIDL 2025 MFTrans: A Multi-Resolution Fusion Transformer for Robust Tumor Segmentation in Whole Slide Images WACV 2025 Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation CVPR 2025 MRGen: Segmentation Data Engine For Underrepresented MRI Modalities ICCV 2025 MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training WACV 2025 Multi-modal Segment Anything Model for Camouflaged Scene Segmentation ICCV 2025 Multi-view Evidential Learning-based Medical Image Segmentation AAAI 2025 NCAdapt: Dynamic Adaptation with Domain-Specific Neural Cellular Automata for Continual Hippocampus Segmentation WACV 2025 Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation AAAI 2025 NETracer: A Topology-Aware Iterative Tracing Approach for Tubular Structure Extraction ICCV 2025 Neuroverse3D: Developing In-Context Learning Universal Model for Neuroimaging in 3D ICCV 2025 Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation CVPR 2025 Personalized Mixture of Experts for Multi-Site Medical Image Segmentation WACV 2025 Physiology-Aware PolySnake for Coronary Vessel Segmentation WACV 2025 Progressive Test Time Energy Adaptation for Medical Image Segmentation ICCV 2025 RA-BUSSeg: Relation-aware Semi-supervised Breast Ultrasound Image Segmentation via Adjacent Propagation and Cross-layer Alignment ICCV 2025 Rethinking Decoder Design: Improving Biomarker Segmentation Using Depth-to-Space Restoration and Residual Linear Attention CVPR 2025 Rethinking U-Net: Task-Adaptive Mixture of Skip Connections for Enhanced Medical Image Segmentation AAAI 2025