medical imaging

960 papers

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Also known as

MRI

Co-occurring keywords

semantic segmentation (3179) image segmentation (962) multimodal learning (4622) self-supervised learning (3751) domain adaptation (4578) convolutional neural network (4216) chest x-ray (110) deep learning (2111) contrastive learning (3979) vision-language model (2235)

Papers

BLS-GAN: A Deep Layer Separation Framework for Eliminating Bone Overlap in Conventional Radiographs AAAI 2025

Self-Supervised Anomaly Segmentation via Diffusion Models with Dynamic Transformer UNet WACV 2025

TCAM-Diff: Triplane-Aware Cross-Attention Medical Diffusion Model AAAI 2025

Structuring Radiology Reports: Challenging LLMs with Lightweight Models EMNLP 2025

MediVLM: A Vision Language Model for Radiology Report Generation from Medical Images EMNLP 2025

CARL: A Framework for Equivariant Image Registration CVPR 2025

Relaxing Binary Constraints in Contrastive Vision-Language Medical Representation Learning WACV 2025

RadGPT: Constructing 3D Image-Text Tumor Datasets ICCV 2025

MedEBench: Diagnosing Reliability in Text-Guided Medical Image Editing EMNLP 2025

vesselFM: A Foundation Model for Universal 3D Blood Vessel Segmentation CVPR 2025

ProbMED: A Probabilistic Framework for Medical Multimodal Binding ICCV 2025

MedVSR: Medical Video Super-Resolution with Cross State-Space Propagation ICCV 2025

CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025

MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics AAAI 2025

Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding ICCV 2025

Radiology Report Generation via Multi-objective Preference Optimization AAAI 2025

Personalized Sleep Staging Leveraging Source-free Unsupervised Domain Adaptation AAAI 2025

The More, The Better? A Critical Study of Multimodal Context in Radiology Report Summarization EMNLP 2025

Bringing CLIP to the Clinic: Dynamic Soft Labels and Negation-Aware Learning for Medical Analysis CVPR 2025

VasTSD: Learning 3D Vascular Tree-state Space Diffusion Model for Angiography Synthesis CVPR 2025

Learnable Retrieval Enhanced Visual-Text Alignment and Fusion for Radiology Report Generation ICCV 2025

TempA-VLP: Temporal-Aware Vision-Language Pretraining for Longitudinal Exploration in Chest X-ray Image WACV 2025

Breaking Grid Constraints: Dynamic Graph Reconstruction Network for Multi-organ Segmentation ICCV 2025

Breaking Information Isolation: Accelerating MRI via Inter-sequence Mapping and Progressive Masking AAAI 2025

A Trusted Lesion-assessment Network for Interpretable Diagnosis of Coronary Artery Disease in Coronary CT Angiography AAAI 2025