Cover Image

MRGAgents: A Multi-Agent Framework for Improved Medical Report Generation with Med-LVLMs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Pengyu, Ye, Shuchang, Naseem, Usman, Kim, Jinman
Format:	Preprint
Published:	2025
Subjects:	Multiagent Systems Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MRG-R1: Reinforcement Learning for Clinically Aligned Medical Report Generation
by: Wang, Pengyu, et al.
Published: (2025)

MedSentry: Understanding and Mitigating Safety Risks in Medical LLM Multi-Agent Systems
by: Chen, Kai, et al.
Published: (2025)

ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning
by: Sun, Yu, et al.
Published: (2025)

MEDCO: Medical Education Copilots Based on A Multi-Agent Framework
by: Wei, Hao, et al.
Published: (2024)

MedRAX: Medical Reasoning Agent for Chest X-ray
by: Fallahpour, Adibvafa, et al.
Published: (2025)

Resilient Multi-Agent Negotiation for Medical Supply Chains:Integrating LLMs and Blockchain for Transparent Coordination
by: ALMutairi, Mariam, et al.
Published: (2025)

MedCollab: IBIS-Guided Multi-Agent Collaboration with Hierarchical Disease Relation Chains for Clinical Diagnosis
by: Zhan, Yuqi, et al.
Published: (2026)

MedDCR: Learning to Design Agentic Workflows for Medical Coding
by: Zheng, Jiyang, et al.
Published: (2025)

MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
by: Jiang, Yixing, et al.
Published: (2025)

Empowering Medical Multi-Agents with Clinical Consultation Flow for Dynamic Diagnosis
by: Wang, Sihan, et al.
Published: (2025)

ConfAgents: A Conformal-Guided Multi-Agent Framework for Cost-Efficient Medical Diagnosis
by: Zhao, Huiya, et al.
Published: (2025)

MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks
by: Zhu, Yinghao, et al.
Published: (2025)

InfiAgent: An Infinite-Horizon Framework for General-Purpose Autonomous Agents
by: Yu, Chenglin, et al.
Published: (2026)

Code Like Humans: A Multi-Agent Solution for Medical Coding
by: Motzfeldt, Andreas, et al.
Published: (2025)

LegalWiz: A Multi-Agent Generation Framework for Contradiction Detection in Legal Documents
by: Mantravadi, Ananya, et al.
Published: (2025)

A Unified Multi-Agent Framework for Universal Multimodal Understanding and Generation
by: Li, Jiulin, et al.
Published: (2025)

MetaCogAgent: A Metacognitive Multi-Agent LLM Framework with Self-Aware Task Delegation
by: Wang, Chenyu, et al.
Published: (2026)

MAR:Multi-Agent Reflexion Improves Reasoning Abilities in LLMs
by: Ozer, Onat, et al.
Published: (2025)

Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems
by: Wang, Haochun, et al.
Published: (2025)

MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
by: Hong, Sirui, et al.
Published: (2023)

BMW Agents -- A Framework For Task Automation Through Multi-Agent Collaboration
by: Crawford, Noel, et al.
Published: (2024)

Advancing Healthcare Automation: Multi-Agent System for Medical Necessity Justification
by: Pandey, Himanshu, et al.
Published: (2024)

Improved Anonymous Multi-Agent Path Finding Algorithm
by: Ali, Zain Alabedeen, et al.
Published: (2023)

MediHive: A Decentralized Agent Collective for Medical Reasoning
by: Wang, Xiaoyang, et al.
Published: (2026)

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration
by: Cheng, Yuyang, et al.
Published: (2025)

Enforcement Agents: Enhancing Accountability and Resilience in Multi-Agent AI Frameworks
by: Tamang, Sagar, et al.
Published: (2025)

IFPV: An Integrated Multi-Agent Framework for Generative Operational Planning and High-Fidelity Plan Verification
by: Huang, Zhigao, et al.
Published: (2026)

CoMMa: Contribution-Aware Medical Multi-Agents From A Game-Theoretic Perspective
by: Wu, Yichen, et al.
Published: (2026)

Addressing Situated Teaching Needs: A Multi-Agent Framework for Automated Slide Adaptation
by: Liu, Binglin, et al.
Published: (2025)

An Improved Multi-Agent Algorithm for Cooperative and Competitive Environments by Identifying and Encouraging Cooperation among Agents
by: Qi, Junjie, et al.
Published: (2025)

Free Agent in Agent-Based Mixture-of-Experts Generative AI Framework
by: Liu, Jung-Hua
Published: (2025)

The Social Laboratory: A Psychometric Framework for Multi-Agent LLM Evaluation
by: Reza, Zarreen
Published: (2025)

XAgents: A Framework for Interpretable Rule-Based Multi-Agents Cooperation
by: Yang, Hailong, et al.
Published: (2024)

VillagerAgent: A Graph-Based Multi-Agent Framework for Coordinating Complex Task Dependencies in Minecraft
by: Dong, Yubo, et al.
Published: (2024)

Achieving Equilibrium under Utility Heterogeneity: An Agent-Attention Framework for Multi-Agent Multi-Objective Reinforcement Learning
by: Li, Zhuhui, et al.
Published: (2025)

Generalizable Agent Modeling for Agent Collaboration-Competition Adaptation with Multi-Retrieval and Dynamic Generation
by: Wang, Chenxu, et al.
Published: (2025)

MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications
by: Yuan, Zike, et al.
Published: (2025)

Who's the Mole? Modeling and Detecting Intention-Hiding Malicious Agents in LLM-Based Multi-Agent Systems
by: Xie, Yizhe, et al.
Published: (2025)

ROMA: Recursive Open Meta-Agent Framework for Long-Horizon Multi-Agent Systems
by: Alzu'bi, Salaheddin, et al.
Published: (2026)

Theory of Mind Using Active Inference: A Framework for Multi-Agent Cooperation
by: Pitliya, Riddhi J., et al.
Published: (2025)