Medical Imaging

2S-CEDiff: A Two-Stage Diffusion Framework for Generating High-Fidelity Contrast-Enhanced CT Images from Non-Contrast Scans WACV 2026 3D Cell Oversegmentation Correction via Geo-Wasserstein Divergence WACV 2026 4D Multimodal Co-attention Fusion Network with Latent Contrastive Alignment for Alzheimer's Diagnosis WACV 2026 A-ADAPT: Adaptive Intracranial Artery Segmentation with Morphology-Guided Prompts and Difficulty-Aware Learning MIDL 2026 Accelerated Dose Generation in Gamma Knife Radiosurgery Using a Wavelet Diffusion Model for Sparse Representation WACV 2026 A Comprehensive Benchmarking and Systematic Analysis of Deep Learning Models for Sonomammogram Segmentation MIDL 2026 Act Like a Pathologist: Tissue-Aware Whole Slide Image Reasoning CVPR 2026 Adaptive Anisotropic Gaussian Splatting for Multi-contrast MRI Arbitrary-Scale Super-Resolution with Anatomy Guidance CVPR 2026 Adaptive Inference for Medical Vision Transformers: Token Reduction or Early Exit? MIDL 2026 AD-GBC: Anisotropic Granular-Ball Skip-Connection Refiner for UNet-Based Medical Image Segmentation CVPR 2026 AGENet: Adaptive Edge-aware Geodesic Distance Learning for Few-Shot Medical Image Segmentation WACV 2026 Algorithms Trained on Normal Chest X-rays Can Predict Health Insurance Types MIDL 2026 ALO: Addressing Class Imbalance in Radiology Report Generation through Anatomy-Level Oversampling MIDL 2026 A Multi-Agent Diffusion Approach for MRI Anomaly Segmentation via Modality-Specific LoRA Specialization WACV 2026 Anatomical Longitudinal Cortical Surface Registration MIDL 2026 Anatomica: Localized Control over Geometric and Topological Properties for Anatomical Diffusion Models CVPR 2026 Anatomy-Grounded Weakly Supervised Prompt Tuning for Chest X-ray Latent Diffusion Models MIDL 2026 Anatomy-VLM: A Fine-grained Vision-Language Model for Medical Interpretation WACV 2026 Any2Any 3D Diffusion Models with Knowledge Transfer: A Radiotherapy Planning Study CVPR 2026 AortaDiff: A Unified Multitask Diffusion Framework for Contrast-Free AAA Imaging WACV 2026 ART-ASyn: Anatomy-aware Realistic Texture-based Anomaly Synthesis Framework for Chest X-Rays WACV 2026 ASC: Learning Augmentation Severity-Consistent Representations Improves Generalization via Augmentation Search WACV 2026 A Simple yet Effective Adaptive Inter-organ Contrastive Learning Framework for Unsupervised Domain Adaptation MIDL 2026 A Tool Bottleneck Framework for Clinically-Informed and Interpretable Medical Image Understanding MIDL 2026 Attention-to-Survival: Multimodal Fracture Risk Prediction Based on Pelvic Radiographs and Clinical Data from the Study of Osteoporotic Fractures MIDL 2026