Medical Imaging

Similarity-as-Evidence: Calibrating Overconfident VLMs for Interpretable and Label-Efficient Medical Active Learning CVPR 2026 Sketch2CT: Multimodal Diffusion for Structure-Aware 3D Medical Volume Generation CVPR 2026 SoftCAM: Making black box models self-explainable for medical image analysis MIDL 2026 Solving a Nonlinear Blind Inverse Problem for Tagged MRI with Physics and Deep Generative Priors CVPR 2026 Sparse Spectral LoRA: Routed Experts for Medical VLMs CVPR 2026 Sparse Subspace Diffusion Model for Physically Consistent Accelerated MRI Reconstruction MIDL 2026 SPEGC: Continual Test-Time Adaptation via Semantic-Prompt-Enhanced Graph Clustering for Medical Image Segmentation CVPR 2026 Splat-Based Metal Artifact Reduction in Cone-Beam CT via Compact Attenuation Modeling CVPR 2026 StainNet: Scaling Self-Supervised Foundation Models on Immunohistochemistry and Special Stains for Computational Pathology MIDL 2026 Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image Segmentation MIDL 2026 SuD-CoTAN: Sulcal Depth-guided Anatomically Consistent Fetal Cortical Surface Reconstruction MIDL 2026 Synergistic Bleeding Region and Point Detection in Laparoscopic Surgical Videos CVPR 2026 Synthetic Vasculature and Pathology Enhance Vision-Language Model Reasoning MIDL 2026 T1-PILOT: Physics-Informed Learned Optimized Trajectories for T1 Mapping Acceleration MIDL 2026 Tagged-Informed Prior for Motion Quantification in Cine CMR Using Implicit Neural Representations MIDL 2026 TAlignDiff: Automatic Tooth Alignment assisted by Diffusion-based Transformation Learning CVPR 2026 TAP-CT: 3D Task-Agnostic Pretraining of Computed Tomography Foundation Models MIDL 2026 Tell2Adapt: A Unified Framework for Source Free Unsupervised Domain Adaptation via Vision Foundation Model CVPR 2026 Temporal Inversion for Learning Interval Change in Chest X-Rays CVPR 2026 Temporal Memory Enhancement for Semantic Segmentation in Surgical Video MIDL 2026 Testing the Trust: Verification and Validation of Bayesian Segmentation under Uncertainty MIDL 2026 The LUMirage: An independent evaluation of zero-shot performance in the LUMIR challenge MIDL 2026 TIM: Temporal Decoupling with Iterative Mutual-Refinement Model for Longitudinal Radiology Report Generation CVPR 2026 Topological-Aware Regularization for Semi-Supervised Intracranial Aneurysm Vessel Segmentation MIDL 2026 TopoSlide: Topologically-Informed Histopathology Whole Slide Image Representation Learning CVPR 2026