medical image segmentation

VesMamba: 3D Pulmonary Vessel Segmentation from CT images via Mamba with Structural Perception and Scale-aware Filtering CVPR 2026 VGD: Value-Guided Diffusion Toward High-Utility Medical Image Segmentation AAAI 2026 VoxTell: Free-Text Promptable Universal 3D Medical Image Segmentation CVPR 2026 Zero-LEAD: Source-Free Universal Domain Adaptation for Abdominal Multi-Organ Segmentation WACV 2026 Adaptive Learning of High-Value Regions for Semi-Supervised Medical Image Segmentation ICCV 2025 Advancing Medical Image Segmentation with Self-Supervised Learning: A 3D Student-Teacher Approach for Cardiac and Neurological Imaging MIDL 2025 Adversarial Perturbations Improve Generalization of Confidence Prediction in Medical Image Segmentation MIDL 2025 AIF-SFDA: Autonomous Information Filter Driven Source-Free Domain Adaptation for Medical Image Segmentation AAAI 2025 Alleviate and Mining: Rethinking Unsupervised Domain Adaptation for Mitochondria Segmentation from Pseudo-Label Perspective AAAI 2025 Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation ICCV 2025 Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation CVPR 2025 An OpenMind for 3D Medical Vision Self-supervised Learning ICCV 2025 A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image Segmentation CVPR 2025 A Unified Degradation-Robust Approach to SSL and UDA for 3D Medical Images AAAI 2025 A Unified Loss for Handling Inter-Class and Intra-Class Imbalance in Medical Image Segmentation AAAI 2025 AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation WACV 2025 beta-FFT: Nonlinear Interpolation and Differentiated Training Strategies for Semi-Supervised Medical Image Segmentation CVPR 2025 BinaryFormer: 1-bit self-attention for long-range transformers in medical image segmentation and 3D diffusion models MIDL 2025 Breaking Grid Constraints: Dynamic Graph Reconstruction Network for Multi-organ Segmentation ICCV 2025 CAMS: Convolution and Attention-Free Mamba-Based Cardiac Image Segmentation WACV 2025 CFII-Net: Explicit Class Embeddings and Feature Maps Through Iterative Interaction for Boosting Medical Image Segmentation IJCAI 2025 Concentrate on Weakness: Mining Hard Prototypes for Few-Shot Medical Image Segmentation IJCAI 2025 ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement AAAI 2025 Cross Image Feature Perturbation with Pseudo Label Fusion for Semi-Supervised Medical Image Segmentation WACV 2025 Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT Images CVPR 2025