MDTeamGPT: A Self-Evolving LLM-based Multi-Agent Framework for Multi-Disciplinary Team Medical Consultation
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Kai, Li, Xinfeng, Yang, Tianpei, Wang, Hewei, Dong, Wei, Gao, Yang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MedSentry: Understanding and Mitigating Safety Risks in Medical LLM Multi-Agent Systems
by: Chen, Kai, et al.
Published: (2025)
by: Chen, Kai, et al.
Published: (2025)
Evolve as a Team: Collaborative Self-Evolution for LLM-based Multi-Agent Systems
by: Hao, Zhezheng, et al.
Published: (2026)
by: Hao, Zhezheng, et al.
Published: (2026)
From Passive to Proactive: A Hierarchical Multi-Agent Framework for Automated Medical Pre-Consultation
by: Yu, ChengZhang, et al.
Published: (2025)
by: Yu, ChengZhang, et al.
Published: (2025)
Empowering Medical Multi-Agents with Clinical Consultation Flow for Dynamic Diagnosis
by: Wang, Sihan, et al.
Published: (2025)
by: Wang, Sihan, et al.
Published: (2025)
Multi-Agent Reinforcement Learning with Communication-Constrained Priors
by: Yang, Guang, et al.
Published: (2025)
by: Yang, Guang, et al.
Published: (2025)
CodeAgents: A Token-Efficient Framework for Codified Multi-Agent Reasoning in LLMs
by: Yang, Bruce, et al.
Published: (2025)
by: Yang, Bruce, et al.
Published: (2025)
Multi-Agent Evolve: LLM Self-Improve through Co-evolution
by: Chen, Yixing, et al.
Published: (2025)
by: Chen, Yixing, et al.
Published: (2025)
SEMA-RAG: A Self-Evolving Multi-Agent Retrieval-Augmented Generation Framework for Medical Reasoning
by: Huang, Yongfeng, et al.
Published: (2026)
by: Huang, Yongfeng, et al.
Published: (2026)
Kaleidoscopic Teaming in Multi Agent Simulations
by: Mehrabi, Ninareh, et al.
Published: (2025)
by: Mehrabi, Ninareh, et al.
Published: (2025)
Jingfang: An LLM-Based Multi-Agent System for Precise Medical Consultation and Syndrome Differentiation in Traditional Chinese Medicine
by: Yang, Yehan, et al.
Published: (2025)
by: Yang, Yehan, et al.
Published: (2025)
Zombie Agents: Persistent Control of Self-Evolving LLM Agents via Self-Reinforcing Injections
by: Yang, Xianglin, et al.
Published: (2026)
by: Yang, Xianglin, et al.
Published: (2026)
TheraAgent: Multi-Agent Framework with Self-Evolving Memory and Evidence-Calibrated Reasoning for PET Theranostics
by: Chen, Zhihao, et al.
Published: (2026)
by: Chen, Zhihao, et al.
Published: (2026)
MedConsultBench: A Full-Cycle, Fine-Grained, Process-Aware Benchmark for Medical Consultation Agents
by: Qiao, Chuhan, et al.
Published: (2026)
by: Qiao, Chuhan, et al.
Published: (2026)
DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration
by: Jia, Zhihao, et al.
Published: (2025)
by: Jia, Zhihao, et al.
Published: (2025)
Beyond Direct Diagnosis: LLM-based Multi-Specialist Agent Consultation for Automatic Diagnosis
by: Wang, Haochun, et al.
Published: (2024)
by: Wang, Haochun, et al.
Published: (2024)
Genesis: Evolving Attack Strategies for LLM Web Agent Red-Teaming
by: Zhang, Zheng, et al.
Published: (2025)
by: Zhang, Zheng, et al.
Published: (2025)
EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle
by: Wu, Rong, et al.
Published: (2025)
by: Wu, Rong, et al.
Published: (2025)
MetaCogAgent: A Metacognitive Multi-Agent LLM Framework with Self-Aware Task Delegation
by: Wang, Chenyu, et al.
Published: (2026)
by: Wang, Chenyu, et al.
Published: (2026)
EvoClinician: A Self-Evolving Agent for Multi-Turn Medical Diagnosis via Test-Time Evolutionary Learning
by: He, Yufei, et al.
Published: (2026)
by: He, Yufei, et al.
Published: (2026)
InfiAgent: Self-Evolving Pyramid Agent Framework for Infinite Scenarios
by: Yu, Chenglin, et al.
Published: (2025)
by: Yu, Chenglin, et al.
Published: (2025)
SkinGPT-X: A Self-Evolving Collaborative Multi-Agent System for Transparent and Trustworthy Dermatological Diagnosis
by: Chen, Zhangtianyi, et al.
Published: (2026)
by: Chen, Zhangtianyi, et al.
Published: (2026)
SkillOpt: Executive Strategy for Self-Evolving Agent Skills
by: Yang, Yifan, et al.
Published: (2026)
by: Yang, Yifan, et al.
Published: (2026)
Graph-of-Agents: A Graph-based Framework for Multi-Agent LLM Collaboration
by: Yun, Sukwon, et al.
Published: (2026)
by: Yun, Sukwon, et al.
Published: (2026)
A Vision for Access Control in LLM-based Agent Systems
by: Li, Xinfeng, et al.
Published: (2025)
by: Li, Xinfeng, et al.
Published: (2025)
TeamMedAgents: Pareto-Efficient Multi-Agent Medical Reasoning Through Teamwork Theory
by: Mishra, Pranav Pushkar, et al.
Published: (2025)
by: Mishra, Pranav Pushkar, et al.
Published: (2025)
Proteus: A Self-Evolving Red Team for Agent Skill Ecosystems
by: Zhou, Zhaojiacheng
Published: (2026)
by: Zhou, Zhaojiacheng
Published: (2026)
PsychAgent: An Experience-Driven Lifelong Learning Agent for Self-Evolving Psychological Counselor
by: Yang, Yutao, et al.
Published: (2026)
by: Yang, Yutao, et al.
Published: (2026)
Agents of Change: Self-Evolving LLM Agents for Strategic Planning
by: Belle, Nikolas, et al.
Published: (2025)
by: Belle, Nikolas, et al.
Published: (2025)
LawLuo: A Multi-Agent Collaborative Framework for Multi-Round Chinese Legal Consultation
by: Sun, Jingyun, et al.
Published: (2024)
by: Sun, Jingyun, et al.
Published: (2024)
TeamLLM: A Human-Like Team-Oriented Collaboration Framework for Multi-Step Contextualized Tasks
by: Wang, Xiangyu, et al.
Published: (2026)
by: Wang, Xiangyu, et al.
Published: (2026)
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems
by: Qi, Shihao, et al.
Published: (2026)
by: Qi, Shihao, et al.
Published: (2026)
APEX: Autonomous Policy Exploration for Self-Evolving LLM Agents
by: Li, Yibo, et al.
Published: (2026)
by: Li, Yibo, et al.
Published: (2026)
EigenData: A Self-Evolving Multi-Agent Platform for Function-Calling Data Synthesis, Auditing, and Repair
by: Chen, Jiaao, et al.
Published: (2026)
by: Chen, Jiaao, et al.
Published: (2026)
MACD: Multi-Agent Clinical Diagnosis with Self-Learned Knowledge for LLM
by: Li, Wenliang, et al.
Published: (2025)
by: Li, Wenliang, et al.
Published: (2025)
Dynamic Generation of Multi-LLM Agents Communication Topologies with Graph Diffusion Models
by: Jiang, Eric Hanchen, et al.
Published: (2025)
by: Jiang, Eric Hanchen, et al.
Published: (2025)
Claw AI Lab: An Autonomous Multi-Agent Research Team
by: Wu, Fan, et al.
Published: (2026)
by: Wu, Fan, et al.
Published: (2026)
AgenticRecTune: Multi-Agent with Self-Evolving Skillhub for Recommendation System Optimization
by: Wu, Xidong, et al.
Published: (2026)
by: Wu, Xidong, et al.
Published: (2026)
HabitatAgent: An End-to-End Multi-Agent System for Housing Consultation
by: Yang, Hongyang, et al.
Published: (2026)
by: Yang, Hongyang, et al.
Published: (2026)
AgentDevel: Reframing Self-Evolving LLM Agents as Release Engineering
by: Zhang, Di
Published: (2026)
by: Zhang, Di
Published: (2026)
TopoEvo: A Topology-Aware Self-Evolving Multi-Agent Framework for Root Cause Analysis in Microservices
by: Wang, Junle, et al.
Published: (2026)
by: Wang, Junle, et al.
Published: (2026)
Similar Items
-
MedSentry: Understanding and Mitigating Safety Risks in Medical LLM Multi-Agent Systems
by: Chen, Kai, et al.
Published: (2025) -
Evolve as a Team: Collaborative Self-Evolution for LLM-based Multi-Agent Systems
by: Hao, Zhezheng, et al.
Published: (2026) -
From Passive to Proactive: A Hierarchical Multi-Agent Framework for Automated Medical Pre-Consultation
by: Yu, ChengZhang, et al.
Published: (2025) -
Empowering Medical Multi-Agents with Clinical Consultation Flow for Dynamic Diagnosis
by: Wang, Sihan, et al.
Published: (2025) -
Multi-Agent Reinforcement Learning with Communication-Constrained Priors
by: Yang, Guang, et al.
Published: (2025)