medical image segmentation

DuPLUS: Dual-Prompt Vision-Language Model for Universal Medical Image Segmentation and Prognosis WACV 2026 E³SAM2: Entropy-Aware and Edge-Guided Adaptation of SAM2 for Echocardiography Video Segmentation AAAI 2026 EccoMamba: Enhanced Cross-hierarchical Continuity Orthogonal Mamba for Medical Image Segmentation AAAI 2026 ECT-3DMedSAM: Efficient Cross Teaching Using Segment Anything Model for Semi-Supervised 3D Medical Image Segmentation MIDL 2026 Energy-guided Dual Domain-invariant Prompting Framework with Fourier Regularization for Generalized Few-Shot Medical Segmentation AAAI 2026 Exploiting Intermediate Reconstructions in Optical Coherence Tomography for Test-Time Adaptation of Medical Image Segmentation MIDL 2026 Exploring Entropy-based Active Learning for Fair Brain Segmentation MIDL 2026 FairVLM: Enhancing Fairness and Prompt Sensitivity in Vision Language Models for Medical Image Segmentation WACV 2026 FLoMo-Net: A Novel Task-Adaptive Mixture of Experts Routing Framework with Frequency and Uncertainty Correction for Medical Image Segmentation WACV 2026 Focus on Background: Exploring SAM's Potential in Few-shot Medical Image Segmentation with Background-centric Prompting CVPR 2026 From Infusion to Assimilation Distillation for Medical Image Segmentation CVPR 2026 Generalizing Abstention for Noise-Robust Learning in Medical Image Segmentation MIDL 2026 Geometric Correspondence Constrained Pseudo-Label Alignment for Source-Free Domain Adaptive Fundus Image Segmentation AAAI 2026 GeoSemba: Reconstructing State Space Model for Cross Paradigm Representation in Medical Image Segmentation CVPR 2026 Harmonized Feature Conditioning and Frequency-Prompt Personalization for Multi-Rater Medical Segmentation CVPR 2026 HiMix : Hierarchical Visual-Textual Mixing Network for Lesion Segmentation WACV 2026 Hymavi : A Hybrid Mamba-Attention Network in Multi-View Framework for Volumetric Medical Image Segmentation WACV 2026 Hyperbolic U-Net for Robust Medical Image Segmentation MIDL 2026 Is Exchangeability better than I.I.D. to handle Data Distribution Shifts while Pooling Data for Data-scarce Medical image segmentation? MIDL 2026 Keep It Frozen: Domain-Routed Conditional Residual Modulation for Multi-Domain Vision Transformers CVPR 2026 Learning Robust Medical Image Segmentation with Inductive Bias MIDL 2026 Make Foundation Models Trustworthy Again: Causal Fine-Adaptation for Medical Image Segmentation AAAI 2026 MedCLIPSeg: Probabilistic Vision-Language Adaptation for Data-Efficient and Generalizable Medical Image Segmentation CVPR 2026 Medical Image Segmentation with Minimal Labeling Effort: How Far Can We Push the Limits? AAAI 2026 MedKamba: A Novel Approach Integrating State-Space Models and Fractional Kolmogorov–Arnold Networks for Medical Image Segmentation MIDL 2026