medical imaging

DFMN: A Dual-feet Matching Network with Hybrid Transformer-based Feature Extractor for Unsupervised Deformable Medical Image Registration AAAI 2026 DGSAN: Dual-Graph Spatiotemporal Attention Network for Pulmonary Nodule Malignancy Prediction AAAI 2026 DiA-gnostic VLVAE: Disentangled Alignment-Constrained Vision Language Variational AutoEncoder for Robust Radiology Reporting with Missing Modalities AAAI 2026 Disentangling for Transfer: Boosting Limited Modalities via Information-Theoretic Regularization and Cross-Modal Reconstruction AAAI 2026 DK-DDIL: Adaptive Knowledge Retention for Dynamic Domain-Incremental Learning in Medical Imaging CVPR 2026 Dual-Domain Multimodal Hyperbolic Fusion for Cardiopulmonary Disease Diagnosis in Emergency Care WACV 2026 Early Warning of Intraoperative Adverse Events via Transformer-Driven Multi-Label Learning AAAI 2026 EchoVDiff: Cardiac-Cycle Echocardiography Video Generation from Arbitrary Single Frame CVPR 2026 Electromagnetic Inverse Scattering from a Single Transmitter CVPR 2026 EmbryoDiff: A Conditional Diffusion Framework with Multi-Focal Feature Fusion for Fine-Grained Embryo Developmental Stage Recognition AAAI 2026 EndoIR: Degradation-Agnostic All-in-One Endoscopic Image Restoration via Noise-Aware Routing Diffusion AAAI 2026 Enhancing Medical Large Vision-Language Models via Alignment Distillation AAAI 2026 Every Error has Its Magnitude: Asymmetric Mistake Severity Training for Multiclass Multiple Instance Learning CVPR 2026 Experience with Single Domain Generalization in Real World Medical Imaging Deployments AAAI 2026 Explainable Depression Assessment from Face Videos by Weakly Supervised Learning AAAI 2026 FAMDR: Feature-Aligned Multimodal Denoising for Reliable Diagnostic Reconciliation in Medical Imaging AAAI 2026 FARF-Net: Frequency-guided Adaptive Receptive Field Network for Edge-enhanced Polyp Segmentation WACV 2026 Fetal and Neonatal Cortical Surface Reconstruction with Anatomical Normal-guidance and Perceptual Enhancements WACV 2026 FIA-Edit: Frequency-Interactive Attention for Efficient and High-Fidelity Inversion-Free Text-Guided Image Editing AAAI 2026 From SAM to DINOv2: Towards Distilling Foundation Models to Lightweight Baselines for Generalized Polyp Segmentation WACV 2026 FunnyNodules: A Customizable Medical Dataset Tailored for Evaluating Explainable AI MIDL 2026 GeneVAR: Causal MeanFlow for Autoregressive Gene-to-WSI Tile Synthesis CVPR 2026 GeoHSAF: Geometric Hippocampus Shape Analysis Framework for Longitudinal Alzheimer's Disease Classification WACV 2026 GeoReg: Direct biplanar DSA-to-CTA registration with geodesic consistency for acute ischemic stroke MIDL 2026 GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and a Comprehensive Multimodal Dataset Towards General Medical AI AAAI 2026