Medical Imaging

SGDC: Structurally-Guided Dynamic Convolution for Medical Image Segmentation MIDL 2026 SigFusion: Unified Signal-Level Self-Supervised Learning Paradigm for Image Fusion AAAI 2026 Sim4Seg: Boosting Multimodal Multi-disease Medical Diagnosis Segmentation with Region-Aware Vision-Language Similarity Masks AAAI 2026 Simple Agents Outperform Experts in Biomedical Imaging Workflow Optimization CVPR 2026 SimpleDiffusion: A Lightweight and Efficient Conditional Diffusion Model for Multi-Modal Salient Object Detection AAAI 2026 Simple-ViLMedSAM: Simple Text Prompts Meet Vision-Language Models for Medical Image Segmentation CVPR 2026 Simplex-Aligned Diffusion with Cross-Granularity Interaction for Robust Medical Image Classification MIDL 2026 Spatial-SAM: Spatially Consistent 3D Electron Microscopy Segmentation with SDF Memory and Semi-Supervised Learning CVPR 2026 Splat-Based Metal Artifact Reduction in Cone-Beam CT via Compact Attenuation Modeling CVPR 2026 SSMT-Net: A Semi-Supervised Multitask Transformer-Based Network for Thyroid Nodule Segmentation in Ultrasound Images WACV 2026 SuD-CoTAN: Sulcal Depth-guided Anatomically Consistent Fetal Cortical Surface Reconstruction MIDL 2026 SurfDist: Interpretable Three-Dimensional Instance Segmentation Using Curved Surface Patches WACV 2026 Surgical Gaussian Surfels: Highly Accurate Real-time Surgical Scene Rendering using Gaussian Surfels WACV 2026 Synergistic Bleeding Region and Point Detection in Laparoscopic Surgical Videos CVPR 2026 Tables Guide Vision: Learning to See the Heart through Tabular Data WACV 2026 TANGO: Learning Distribution-wise Foundation Prior Consistency and Instance-wise Style Calibration for Medical Image Generalization CVPR 2026 Task-Conditioned 3D U-Nets via Hypernetworks for Data-Scarce Medical Segmentation MIDL 2026 Temporal Inversion for Learning Interval Change in Chest X-Rays CVPR 2026 TG-Field: Geometry-Aware Radiative Gaussian Fields for Tomographic Reconstruction AAAI 2026 TopoCL: Topological Contrastive Learning for Medical Imaging CVPR 2026 Topology-Inspired Backward-Free Framework for Test-Time Adaptation in Medical Detection AAAI 2026 TopoSlide: Topologically-Informed Histopathology Whole Slide Image Representation Learning CVPR 2026 Towards Modality-Agnostic Continual Domain-Incremental Brain Lesion Segmentation MIDL 2026 Towards Robust, Reliable, and Generalized Medical AI AAAI 2026 Towards Zero-Shot Diabetic Retinopathy Grading: Learning Generalized Knowledge via Prompt-Driven Matching and Emulating AAAI 2026