medical imaging

GraphRAG-Rad: Concept-Aware Radiology Report Generation via Latent Visual-Semantic Retrieval EACL 2026 Graph-Semantic Guided Learning for Virtual Immunohistochemistry Staining on Consecutive Histology Sections AAAI 2026 HiFi-Mamba: Dual-Stream ?-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction AAAI 2026 Improvise, Adapt, Overcome -- Telescopic Adapters for Efficient Fine-tuning of Vision Language Models in Medical Imaging WACV 2026 Incomplete Multi-view Diabetic Retinopathy Grading via Self-Supervised Inter- and Intra-View Restoration AAAI 2026 Instruction-Guided Lesion Segmentation for Chest X-rays with Automatically Generated Large-Scale Dataset CVPR 2026 InvCoSS: Inversion-driven Continual Self-supervised Learning in Medical Multi-modal Image Pre-training CVPR 2026 Knowledge to Sight: Reasoning over Visual Attributes via Knowledge Decomposition for Abnormality Grounding WACV 2026 LASOR: Towards Clinically Transparent and Explainable Ophthalmic Report Generation via Lesion-Aware Segmentation WACV 2026 Learning complete and explainable visual representations from itemized text supervision CVPR 2026 Learning Diffeomorphism for Medical Image Registration with Time-Embedded Architectures Using Semigroup Regularization CVPR 2026 Learning from Imperfect Data: Incremental Learning and Few-shot Learning AAAI 2026 Learning to Transform: Unifying Latent Geometric Shape and Appearance Representations in Healthcare Imaging AAAI 2026 Looking at Radiology Report Generation through a Causal Lens: A Survey ACL 2026 MAFM3: Modular Adaptation of Foundation Models for Multi-Modal Medical AI WACV 2026 MARE: Multimodal Analogical Reasoning for Disease Evolution-Aware Radiology Report Generation AAAI 2026 Masked-Diffusion Autoencoders for 3D Medical Vision Representation Learning CVPR 2026 Med-CMR: A Fine-Grained Benchmark Integrating Visual Evidence and Clinical Logic for Medical Complex Multimodal Reasoning CVPR 2026 MedFuncta: A Unified Framework for Learning Efficient Medical Neural Fields MIDL 2026 Medical Vision–Language Pretraining with LLM-Guided Temporal Supervision AAAI 2026 MedKCO: Medical Vision-Language Pretraining via Knowledge-Driven Cognitive Orchestration CVPR 2026 MedLoc-R1: Performance-Aware Curriculum Reward Scheduling for GRPO-Based Medical Visual Grounding CVPR 2026 MedReasoner: Reinforcement Learning Drives Reasoning Grounding from Clinical Thought to Pixel-Level Precision AAAI 2026 MedROV: Towards Real-Time Open-Vocabulary Detection Across Diverse Medical Imaging Modalities WACV 2026 Mitigating Entity Hallucinations in 3D Radiology Report Generation via Dual-Stream Alignment AAAI 2026