medical image

Augmentation-invariant Learning Strategy via Data Augmentation for Improving Model Generalization AAAI 2026 DEGRE: Dynamic Gating Ensembles for Trust-Aware Rejection in Medical Image Diagnostics AAAI 2026 Automated Structured Radiology Report Generation ACL 2025 Co-distilled attention guided masked image modeling with noisy teacher for self-supervised learning on medical images MIDL 2025 Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement WACV 2025 GaraMoSt: Parallel Multi-Granularity Motion and Structural Modeling for Efficient Multi-Frame Interpolation in DSA Images AAAI 2025 Introducing 3D Representation for Dense Volume-to-Volume Translation via Score Fusion ICML 2025 LLaVA Needs More Knowledge: Retrieval Augmented Natural Language Generation with Knowledge Graph for Explaining Thoracic Pathologies AAAI 2025 MediVLM: A Vision Language Model for Radiology Report Generation from Medical Images EMNLP 2025 MedVAE: Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders MIDL 2025 Multi-Resolution Guided 3D GANs for Medical Image Translation WACV 2025 SACB-Net: Spatial-awareness Convolutions for Medical Image Registration CVPR 2025 Semantic versus Identity: A Divide-and-Conquer Approach towards Adjustable Medical Image De-Identification ICCV 2025 Towards All-in-One Medical Image Re-Identification CVPR 2025 Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images CVPR 2024 Distance-Aware Non-IID Federated Learning for Generalization and Personalization in Medical Imaging Segmentation MIDL 2024 Equivariant Multi-Modality Image Fusion CVPR 2024 GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-Ray Classification WACV 2024 IKIM at MEDIQA-M3G 2024: Multilingual Visual Question-Answering for Dermatology through VLM Fine-tuning and LLM Translations NAACL 2024 Improved Topological Preservation in 3D Axon Segmentation and Centerline Detection Using Geometric Assessment-Driven Topological Smoothing (GATS) WACV 2024 Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis AAAI 2024 Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration CVPR 2024 Overview of the MEDIQA-M3G 2024 Shared Task on Multilingual Multimodal Medical Answer Generation NAACL 2024 Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading NeurIPS 2024 Tackling Structural Hallucination in Image Translation with Local Diffusion ECCV 2024