Medical Imaging

Automated Suturing Skill Assessment in Robot-assisted Surgery from Endoscopic Videos using Clinically-guided Evaluation Criteria WACV 2026 Automatic Translational Correction of Multi-View Coronary Angiography Based on Auto-Annotation Data Generation AAAI 2026 Benchmarking the Reproducibility of Brain Tissue Segmentation Across MRI Scanners MIDL 2026 Better than Average: Spatially-Aware Aggregation of Segmentation Uncertainty Improves Downstream Performance CVPR 2026 Beyond Euclidean Gossip: KL-Barycentric Consensus on Heterogeneous and Imbalanced Images CVPR 2026 Beyond Pixel Simulation: Pathology Image Generation via Diagnostic Semantic Tokens and Prototype Control CVPR 2026 Bidirectional Channel-selective Semantic Interaction for Semi-Supervised Medical Segmentation AAAI 2026 BiOTPrompt: Bidirectional Optimal Transport Guided Prompting for Disease Evolution-aware Radiology Report Generation CVPR 2026 Boosting Medical Vision-Language Pretraining via Momentum Self-Distillation under Limited Computing Resources WACV 2026 Boundary-Responsive Differentiable Gating for Superpixel-Based Segmentation CVPR 2026 Breaking the Memory Barrier: Efficient Multi-Class 3D Segmentation for Hundreds of Classes MIDL 2026 Bridging Classical and Learned Priors: A Hybrid Framework for Medical Image Enhancement MIDL 2026 Bridging RGB and Hematoxylin Components: An Interleaved Guidance and Fusion Framework for Point Supervised Nuclei Segmentation CVPR 2026 Bridging Vision and Language for Robust Context-Aware Surgical Point Tracking: The VL-SurgPT Dataset and Benchmark AAAI 2026 CaPro: Curvilinear-aware Prompt Learning with Single Unlabeled Image for Cost-effective Curvilinear Structure Segmentation AAAI 2026 CARE: A Molecular-Guided Foundation Model with Adaptive Region Modeling for Whole Slide Image Analysis CVPR 2026 Causal and Active Learning-Based Counterfactual Chest X-ray Generation for Supporting Clinical Decision-Making in Lung Disease CLeaR 2026 CD-DPE: Dual-Prompt Expert Network Based on Convolutional Dictionary Feature Decoupling for Multi-Contrast MRI Super-Resolution AAAI 2026 Cell-Type Prototype-Informed Neural Network for Gene Expression Estimation from Pathology Images CVPR 2026 CG-Reasoner: Centroid-Guided Positional Reasoning Segmentation for Medical Imaging with a Robust Visual-Text Consistency Metric CVPR 2026 ChartQA-X: Generating Explanations for Visual Chart Reasoning WACV 2026 Class Incremental Medical Image Segmentation via Prototype-Guided Calibration and Dual-Aligned Distillation AAAI 2026 Clinically-Grounded Counterfactual Reasoning for Medical Video Diagnosis CVPR 2026 CLIP-IT: CLIP-based Pairing of Histology Images with Privileged Textual Information WACV 2026 CNM-UNet: Continuous Ordinary Differential Equations for Medical Image Segmentation AAAI 2026