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medical imaging

1,025 papers

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Co-occurring keywords · papers mentioning both

multimodal learning (100) semantic segmentation (94) image segmentation (92) self-supervised learning (73) vision-language model (73) domain adaptation (70) deep learning (67) convolutional neural network (67) chest x-ray (67) contrastive learning (66)

Papers

Structuring Radiology Reports: Challenging LLMs with Lightweight Models EMNLP 2025 ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging IJCAI 2025 SVRMamba: Slice-to-Volume Reconstruction from Multiple MRI Stacks with Slice Sequence Guided Mamba AAAI 2025 TCAM-Diff: Triplane-Aware Cross-Attention Medical Diffusion Model AAAI 2025 TeethGenerator: A two-stage framework for paired pre- and post-orthodontic 3D dental data generation ICCV 2025 TempA-VLP: Temporal-Aware Vision-Language Pretraining for Longitudinal Exploration in Chest X-ray Image WACV 2025 The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It ACL 2025 The More, The Better? A Critical Study of Multimodal Context in Radiology Report Summarization EMNLP 2025 TinyMIG: Transferring Generalization from Vision Foundation Models to Single-Domain Medical Imaging ICML 2025 TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model CVPR 2025 TopoTTA: Topology-Enhanced Test-Time Adaptation for Tubular Structure Segmentation ICCV 2025 Towards a Universal 3D Medical Multi-modality Generalization via Learning Personalized Invariant Representation ICCV 2025 Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models CVPR 2025 Training-Free Medical Image Inverses via Bi-Level Guided Diffusion Models WACV 2025 Transformer-based Tooth Alignment Prediction with Occlusion and Collision Constraints ICCV 2025 TRIKOP: Exploring Visual Prompting Paradigms for Multi-Grade Knee Osteoarthritis Classification on MRI Images IJCAI 2025 U-MixFormer: UNet-Like Transformer with Mix-Attention for Efficient Semantic Segmentation WACV 2025 Uncertainty-Aware Regularization for Image-to-Image Translation WACV 2025 Unified Medical Lesion Segmentation via Self-referring Indicator CVPR 2025 UniFuse: A Unified All-in-One Framework for Multi-Modal Medical Image Fusion Under Diverse Degradations and Misalignments ICCV 2025 Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment ICLR 2025 Unraveling Normal Anatomy via Fluid-Driven Anomaly Randomization CVPR 2025 VasTSD: Learning 3D Vascular Tree-state Space Diffusion Model for Angiography Synthesis CVPR 2025 vesselFM: A Foundation Model for Universal 3D Blood Vessel Segmentation CVPR 2025 VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge CVPR 2025