Imagen de Portada

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Wang, Futian, Qiao, Yuhan, Wang, Xiao, Wang, Fuling, Zhang, Yuxiang, Sun, Dengdi
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

R2GenCSR: Mining Contextual and Residual Information for LLMs-based Radiology Report Generation
por: Wang, Xiao, et al.
Publicado: (2024)

Bridging Vision and Language: Optimal Transport-Driven Radiology Report Generation via LLMs
por: Zhao, Haifeng, et al.
Publicado: (2025)

Spatio-temporal Graph Learning on Adaptive Mined Key Frames for High-performance Multi-Object Tracking
por: Wang, Futian, et al.
Publicado: (2025)

VLM-KG: Multimodal Radiology Knowledge Graph Generation
por: Abdullah, Abdullah, et al.
Publicado: (2025)

UniPINN: A Unified PINN Framework for Multi-task Learning of Diverse Navier-Stokes Equations
por: Sun, Dengdi, et al.
Publicado: (2026)

Scene Graph Aided Radiology Report Generation
por: Wang, Jun, et al.
Publicado: (2024)

EMRRG: Efficient Fine-Tuning Pre-trained X-ray Mamba Networks for Radiology Report Generation
por: Zhang, Mingzheng, et al.
Publicado: (2025)

HGTS-Former: Hierarchical HyperGraph Transformer for Multivariate Time Series Analysis
por: Si, Hao, et al.
Publicado: (2025)

Activating Associative Disease-Aware Vision Token Memory for LLM-Based X-ray Report Generation
por: Wang, Xiao, et al.
Publicado: (2025)

Intensive Vision-guided Network for Radiology Report Generation
por: Zheng, Fudan, et al.
Publicado: (2024)

Memory-based Cross-modal Semantic Alignment Network for Radiology Report Generation
por: Tao, Yitian, et al.
Publicado: (2024)

OccGen: Generative Multi-modal 3D Occupancy Prediction for Autonomous Driving
por: Wang, Guoqing, et al.
Publicado: (2024)

R2Gen-Mamba: A Selective State Space Model for Radiology Report Generation
por: Sun, Yongheng, et al.
Publicado: (2024)

Uncovering Knowledge Gaps in Radiology Report Generation Models through Knowledge Graphs
por: Zhang, Xiaoman, et al.
Publicado: (2024)

KARGEN: Knowledge-enhanced Automated Radiology Report Generation Using Large Language Models
por: Li, Yingshu, et al.
Publicado: (2024)

RIHA: Report-Image Hierarchical Alignment for Radiology Report Generation
por: Chen, Yucheng, et al.
Publicado: (2026)

TRRG: Towards Truthful Radiology Report Generation With Cross-modal Disease Clue Enhanced Large Language Model
por: Wang, Yuhao, et al.
Publicado: (2024)

HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation
por: Liu, Tengfei, et al.
Publicado: (2024)

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts
por: Wang, Zhuhao, et al.
Publicado: (2024)

Uncertainty-aware Bridge based Mobile-Former Network for Event-based Pattern Recognition
por: Yang, Haoxiang, et al.
Publicado: (2024)

HERGen: Elevating Radiology Report Generation with Longitudinal Data
por: Wang, Fuying, et al.
Publicado: (2024)

EvRainDrop: HyperGraph-guided Completion for Effective Frame and Event Stream Aggregation
por: Wang, Futian, et al.
Publicado: (2025)

Text-Region Matching for Multi-Label Image Recognition with Missing Labels
por: Ma, Leilei, et al.
Publicado: (2024)

Online Iterative Self-Alignment for Radiology Report Generation
por: Xiao, Ting, et al.
Publicado: (2025)

A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data
por: Wang, Xinyi, et al.
Publicado: (2024)

CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset
por: Wang, Xiao, et al.
Publicado: (2024)

Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents
por: Wang, Zhao, et al.
Publicado: (2025)

SAM Guided Semantic and Motion Changed Region Mining for Remote Sensing Change Captioning
por: Wang, Futian, et al.
Publicado: (2025)

NESTOR: A Nested MOE-based Neural Operator for Large-Scale PDE Pre-Training
por: Sun, Dengdi, et al.
Publicado: (2026)

Correlative and Discriminative Label Grouping for Multi-Label Visual Prompt Tuning
por: Ma, LeiLei, et al.
Publicado: (2025)

RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection
por: Hou, Wenjun, et al.
Publicado: (2025)

S-RRG-Bench: Structured Radiology Report Generation with Fine-Grained Evaluation Framework
por: Li, Yingshu, et al.
Publicado: (2025)

KG-ViP: Bridging Knowledge Grounding and Visual Perception in Multi-modal LLMs for Visual Question Answering
por: Li, Zhiyang, et al.
Publicado: (2026)

Rethinking Radiology Report Generation via Causal Inspired Counterfactual Augmentation
por: Song, Xiao, et al.
Publicado: (2023)

UniMapGen: A Generative Framework for Large-Scale Map Construction from Multi-modal Data
por: Yuan, Yujian, et al.
Publicado: (2025)

Multi-modal Fusion based Q-distribution Prediction for Controlled Nuclear Fusion
por: Wang, Shiao, et al.
Publicado: (2024)

EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment
por: Xing, Yifei, et al.
Publicado: (2024)

Radiology Report Generation for Low-Quality X-Ray Images
por: Zhu, Hongze, et al.
Publicado: (2026)

Rethinking the Efficiency and Effectiveness of Reinforcement Learning for Radiology Report Generation
por: Lu, Zilin, et al.
Publicado: (2026)

DialogGen: Multi-modal Interactive Dialogue System for Multi-turn Text-to-Image Generation
por: Huang, Minbin, et al.
Publicado: (2024)