Medical Imaging

Disentangle-then-Align: Non-Iterative Hybrid Multimodal Image Registration via Cross-Scale Feature Disentanglement CVPR 2026 Domain-Constrained Distillation of DINOv3 into a Lightweight Foundation Model Toward Point-of-Care Ultrasound MIDL 2026 DSFedMed: Dual-Scale Federated Medical Image Segmentation via Mutual Distillation Between Foundation and Lightweight Models AAAI 2026 Dual-Domain Multimodal Hyperbolic Fusion for Cardiopulmonary Disease Diagnosis in Emergency Care WACV 2026 DualFete: Revisiting Teacher-Student Interactions from a Feedback Perspective for Semi-supervised Medical Image Segmentation AAAI 2026 Dual-level Adapter Boosting Prompt-free Curvilinear Structure Segmentation CVPR 2026 Dual-Level Hypergraph Generation for Addressing Feature Scarcity in Whole-Slide Image Classification CVPR 2026 DuPLUS: Dual-Prompt Vision-Language Model for Universal Medical Image Segmentation and Prognosis WACV 2026 Dynamic Stream Network for Combinatorial Explosion Problem in Deformable Medical Image Registration CVPR 2026 Early Warning of Intraoperative Adverse Events via Transformer-Driven Multi-Label Learning AAAI 2026 EccoMamba: Enhanced Cross-hierarchical Continuity Orthogonal Mamba for Medical Image Segmentation AAAI 2026 Efficient Unrolled Networks for Large-Scale 3D Inverse Problems CVPR 2026 EFIQA: Explainable Fundus Image Quality Assessment via Anatomical Priors MIDL 2026 EmbryoDiff: A Conditional Diffusion Framework with Multi-Focal Feature Fusion for Fine-Grained Embryo Developmental Stage Recognition AAAI 2026 EMGauss: Continuous Slice-to-3D Reconstruction via Dynamic Gaussian Modeling in Volume Electron Microscopy CVPR 2026 EndoIR: Degradation-Agnostic All-in-One Endoscopic Image Restoration via Noise-Aware Routing Diffusion AAAI 2026 End-to-End Co-Optimization of Adaptive k-space Sampling and Reconstruction for Dynamic MRI MIDL 2026 Energy-guided Dual Domain-invariant Prompting Framework with Fourier Regularization for Generalized Few-Shot Medical Segmentation AAAI 2026 Evidential Retriever: Uncertainty-Aware Medical Image Retrieval MIDL 2026 Experience with Single Domain Generalization in Real World Medical Imaging Deployments AAAI 2026 Expert Branches: Module Diversity for Stronger Feature Learning in Laparoscopic Segmentation MIDL 2026 Explainable Depression Assessment from Face Videos by Weakly Supervised Learning AAAI 2026 Explainable HCC Diagnosis on Dynamic Contrast-Enhanced MRI with a Li-RADS Concept Bottleneck MIDL 2026 Exposing DeepFakes via Hyperspectral Domain Mapping (Student Abstract) AAAI 2026 FaNe: Towards Fine-Grained Cross-Modal Contrast with False-Negative Reduction and Text-Conditioned Sparse Attention AAAI 2026