Medical Imaging

Automated Quality Assessment of Blind Sweep Obstetric Ultrasound for Improved Diagnosis MIDL 2026 BackSplit: The Importance of Sub-dividing the Background in Biomedical Lesion Segmentation CVPR 2026 Benchmarking Endoscopic Surgical Image Restoration and Beyond CVPR 2026 Benchmarking the Reproducibility of Brain Tissue Segmentation Across MRI Scanners MIDL 2026 Beyond Classification: Elaborating Network Predictions for Better Weakly Supervised Quantization MIDL 2026 Beyond Diffusion: Consistency Models for One-Step, High-Fidelity MRI Reconstruction MIDL 2026 Beyond Natural Images: A Dual-Stream DINOv3 Framework for PET/CT Segmentation MIDL 2026 Beyond Pixel Simulation: Pathology Image Generation via Diagnostic Semantic Tokens and Prototype Control CVPR 2026 Beyond scalar losses: calibrating segmentation models via gradient vector field surgery MIDL 2026 Beyond Single View: A Comprehensive Benchmark for Medical Multimodal Large Language Models on Multi-Image Understanding ACL 2026 Beyond Surface Features: Advancing Medical Vision-Language Alignment via Dynamic Evidence-Guided Preference Optimization ACL 2026 Beyond the Static-World: Lifelong Learning for All-in-One Medical Image Restoration CVPR 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 Bootstrapped Physically-Primed Neural Networks for Robust T2 Distribution Estimation in Low-SNR Pancreatic MRI MIDL 2026 Brain Tumor Growth Inversion via Differentiable Neural Surrogates MIDL 2026 Breaking the Continuum: Discrete Distribution Learning for Structural MRI Reconstruction CVPR 2026 Breaking the Memory Barrier: Efficient Multi-Class 3D Segmentation for Hundreds of Classes MIDL 2026 Bridging RGB and Hematoxylin Components: An Interleaved Guidance and Fusion Framework for Point Supervised Nuclei Segmentation CVPR 2026 Building Robust Vision Encoders for Cross-Dataset Evaluation in Immunofluorescent Microscopy CVPR 2026 Calibration-Aware Semi-Supervised Fetal Head Segmentation with Boundary-Positive Contrast MIDL 2026 Can You Trust Your Model? Constructing Uncertainty Approximations Guaranteeing Validity of Glioma Segmentation Explanations MIDL 2026 CatVLM: Enhancing Temporal Understanding in Cataract Surgery Videos with Boundary-Aware VLM MIDL 2026 Cell-Type Prototype-Informed Neural Network for Gene Expression Estimation from Pathology Images CVPR 2026 CheXmask-U: Quantifying uncertainty in landmark-based anatomical segmentation for X-ray images MIDL 2026