Medical Imaging

TraceTrans: Translation and Spatial Tracing for Surgical Prediction AAAI 2026 TUNE++: Topology-Guided Uncertainty Estimation for Reliable 3D Medical Image Segmentation MIDL 2026 Turning Pre-Trained Vision Transformers into End-to-End Histopathology Whole Slide Image Models for Survival Prediction CVPR 2026 UI-Styler: Ultrasound Image Style Transfer with Class-Aware Prompts for Cross-Device Diagnosis Using a Frozen Black-Box Inference Network WACV 2026 UltraG-Ray: Physics-Based Gaussian Ray Casting for Novel Ultrasound View Synthesis MIDL 2026 Uncertainty-Aware Vision-Language Segmentation for Medical Imaging WACV 2026 Uncertainty-Propelled Physics-MAE Fusion for Self-Supervised Diffusion-Weighted Image Denoising AAAI 2026 Uni-Encoder Meets Multi-Encoders: Representation Before Fusion for Brain Tumor Segmentation with Missing Modalities CVPR 2026 Universal EEG Epilepsy Detection via Evidential Multi-View De-Biasing AAAI 2026 Unlocking Positive Transfer in Incrementally Learning Surgical Instruments: A Self-reflection Hierarchical Prompt Framework CVPR 2026 UnReflectAnything: RGB-Only Highlight Removal by Rendering Synthetic Specular Supervision CVPR 2026 Unsupervised Motion-Compensated Decomposition for Cardiac MRI Reconstruction via Neural Representation AAAI 2026 Unsupervised Multi-Parameter Inverse Solving for Reducing Ring Artifacts in 3D X-Ray CBCT AAAI 2026 URICA: A Uniformity Region Affine Identifier Capture Algorithm for Arbitrary Region Retrieval in Pathology Images CVPR 2026 VALIANT: Prompt Instability for Active Learning in Black-Box Medical Imaging AAAI 2026 VasoMIM: Vascular Anatomy-Aware Masked Image Modeling for Vessel Segmentation AAAI 2026 VEMamba: Efficient Isotropic Reconstruction of Volume Electron Microscopy with Axial-Lateral Consistent Mamba CVPR 2026 VesMamba: 3D Pulmonary Vessel Segmentation from CT images via Mamba with Structural Perception and Scale-aware Filtering CVPR 2026 Vesselpose: Vessel Graph Reconstruction from Learned Voxel-wise Direction Vectors in 3D Vascular Images MIDL 2026 VGD: Value-Guided Diffusion Toward High-Utility Medical Image Segmentation AAAI 2026 Virtual Full-stack Scanning of Brain MRI via Imputing Any Quantised Code CVPR 2026 Virtual Immunohistochemistry Staining with Dual-Aligned Multi-Task Feature Guidance CVPR 2026 Virtual Multiplex Staining for Histological Images Using a Marker-Wise Conditioned Diffusion Model AAAI 2026 VoxTell: Free-Text Promptable Universal 3D Medical Image Segmentation CVPR 2026 VPSentry: Semi-supervised Video Polyp Segmentation via Sentry-guided Long-term Prototype Fusion with Correlation Dynamic Propagation AAAI 2026