v1v2v3v4 (latest)

MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning

16 November 2023

Arman Cohan

ArXiv (abs)PDF HTML Github (252★)

Papers citing "MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning"

50 / 106 papers shown

Title
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Shang-Chi Tsai Yun-Nung Chen AI4MH 41 1 0 16 Jun 2025
FinLMM-R1: Enhancing Financial Reasoning in LMM through Scalable Data and Reward Design Kai Lan Jiayong Zhu Jiangtong Li Dawei Cheng Guang-Sheng Chen Changjun Jiang LRM 36 0 0 16 Jun 2025
IndoorWorld: Integrating Physical Task Solving and Social Simulation in A Heterogeneous Multi-Agent Environment Dekun Wu Frederik Brudy Bang Liu Yi Wang AI4CE 32 0 0 14 Jun 2025
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards Jaehoon Yun Jiwoong Sohn Jungwoo Park Hyunjae Kim Xiangru Tang ... Minhyeok Ko Qingyu Chen Mark B. Gerstein Michael Moor Jaewoo Kang LRM LM&MA 26 0 0 13 Jun 2025
Application-Driven Value Alignment in Agentic AI Systems: Survey and Perspectives Wei Zeng Hengshu Zhu Chuan Qin Han Wu Yihang Cheng ... Xiaowei Jin Yinuo Shen Zhenxing Wang Feimin Zhong Hui Xiong AI4TS 77 0 0 11 Jun 2025
MAPLE: Multi-Agent Adaptive Planning with Long-Term Memory for Table Reasoning Ye Bai Minghan Wang Thuy-Trang Vu LLMAG OffRL RALM LRM 73 0 0 06 Jun 2025
Abstract Counterfactuals for Language Model Agents Edoardo Pona Milad Kazemi Yali Du David Watson Nicola Paoletti LLMAG 80 0 0 03 Jun 2025
Comprehensive Vulnerability Analysis is Necessary for Trustworthy LLM-MAS Pengfei He Yue Xing Shen Dong Juanhui Li Zhenwei Dai ... Hui Liu Han Xu Zhen Xiang Charu C. Aggarwal Hui Liu LLMAG 88 0 0 02 Jun 2025
MRGAgents: A Multi-Agent Framework for Improved Medical Report Generation with Med-LVLMs Pengyu Wang Shuchang Ye Usman Naseem Jinman Kim MedIm 61 0 0 24 May 2025
TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and Verification Jianghao Wu Feilong Tang Yulong Li Ming Hu Haochen Xue Shoaib Jameel Yutong Xie Imran Razzak LRM 54 0 0 23 May 2025
PatientSim: A Persona-Driven Simulator for Realistic Doctor-Patient Interactions Daeun Kyung Hyunseung Chung Seongsu Bae Jiho Kim Jae Ho Sohn Taerim Kim S. Kim E. Choi LM&MA 57 0 0 23 May 2025
MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems Rui Ye Keduan Huang Qimin Wu Yuzhu Cai Tian Jin ... Bo An Yang Gao Wenjun Wu Lei Bai Siheng Chen LLMAG 133 1 0 22 May 2025
A Multimodal Multi-Agent Framework for Radiology Report Generation Ziruo Yi Ting Xiao Mark V. Albert MedIm 64 0 0 14 May 2025
WorldView-Bench: A Benchmark for Evaluating Global Cultural Perspectives in Large Language Models Abdullah Mushtaq Imran Taj Rafay Naeem Ibrahim Ghaznavi Junaid Qadir 69 0 0 14 May 2025
Towards Scientific Intelligence: A Survey of LLM-based Scientific Agents Shuo Ren Pu Jian Zhenjiang Ren Chunlin Leng Can Xie Jiajun Zhang LLMAG AI4CE 169 4 0 31 Mar 2025
Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions Mohammad Almansoori Kemal Kurniawan Hisham Cholakkal 398 2 0 28 Mar 2025
MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow Ziyue Wang Junde Wu Linghan Cai Chang Han Low Xihong Yang Qiaxuan Li Yueming Jin LRM 154 2 0 21 Mar 2025
Follow-up Question Generation For Enhanced Patient-Provider Conversations Joseph Gatto Parker Seegmiller Timothy E. Burdick Inas S. Khayal Sarah DeLozier S. Preum LM&MA MedIm 121 0 0 21 Mar 2025
MDTeamGPT: A Self-Evolving LLM-based Multi-Agent Framework for Multi-Disciplinary Team Medical Consultation Kai-xiang Chen Xianrui Li Tianpei Yang Hewei Wang Wei Dong Yang Gao LLMAG LM&MA 128 4 0 18 Mar 2025
A Survey on the Optimization of Large Language Model-based Agents Shangheng Du Jiabao Zhao Jinxin Shi Zhentao Xie Xin Jiang Yanhong Bai Liang He LLMAG LM&Ro LM&MA 544 5 0 16 Mar 2025
SurgicalVLM-Agent: Towards an Interactive AI Co-Pilot for Pituitary Surgery Jiayuan Huang Runlong He Danyal Z. Khan E. Mazomenos Danail Stoyanov Hani J. Marcus Matthew J. Clarkson Mobarakol Islam LM&Ro 93 0 0 12 Mar 2025
Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions Mourad Gridach Jay Nanavati Khaldoun Zine El Abidine Lenon Mendes Christina Mack 138 9 0 12 Mar 2025
ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning Bo Liu Yunxiang Li Yangqiu Song Hanjing Wang Linyi Yang ... Jun Wang Jun Wang Weinan Zhang Shuyue Hu Ying Wen LLMAG KELM LRM AI4CE 134 11 0 12 Mar 2025
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning Xiangru Tang Daniel Shao Jiwoong Sohn Jiapeng Chen Jiayi Zhang ... Yilun Zhao Chenglin Wu Wenqi Shi Arman Cohan Mark B. Gerstein AI4MH LRM ELM LM&MA 130 10 0 10 Mar 2025
MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems Guangyi Liu Shuo Tang Rui Ge Yaxin Du Zhenfei Yin Tian Jin Jing Shao LLMAG 151 7 0 05 Mar 2025
From Metaphor to Mechanism: How LLMs Decode Traditional Chinese Medicine Symbolic Language for Modern Clinical Relevance Jiacheng Tang Nankai Wu Fan Gao Chengxiao Dai Mengyao Zhao Xinjie Zhao 44 0 0 04 Mar 2025
MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis Daniel Rose Chia-Chien Hung Marco Lepri Israa Alqassem Kiril Gashteovski Carolin (Haas) Lawrence LM&MA 187 2 0 26 Feb 2025
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support G. Wang Minyu Gao Shuai Yang Ya Zhang Lizhi He ... Yexuan Zhang Wanyue Li Lu Chen Jintao Fei Xin Li 413 2 0 25 Feb 2025
Investigating the Adaptive Robustness with Knowledge Conflicts in LLM-based Multi-Agent Systems Tianjie Ju Binghai Wang Hao Fei Mong Li Lee Wynne Hsu ... Qianren Wang Pengzhou Cheng Zongru Wu Zhuosheng Zhang Gongshen Liu AAML 62 0 0 24 Feb 2025
PersonaMath: Boosting Mathematical Reasoning via Persona-Driven Data Augmentation Jing Luo Longze Chen Run Luo Liang Zhu Chang Ao ... A. Argha Hamid Alinejad-Rokny Chengming Li Shiwen Ni Min Yang SyDa AIMat 159 0 0 24 Feb 2025
RareAgents: Advancing Rare Disease Care through LLM-Empowered Multi-disciplinary Team Xuanzhong Chen Ye Jin Xiaohao Mao Lun Wang Shuyang Zhang Ting Chen 148 0 0 17 Feb 2025
KIMAs: A Configurable Knowledge Integrated Multi-Agent System Zitao Li Fei Wei Yuexiang Xie Dawei Gao Weirui Kuang Zhijian Ma Bingchen Qian Yaliang Li Bolin Ding 152 0 0 13 Feb 2025
KABB: Knowledge-Aware Bayesian Bandits for Dynamic Expert Coordination in Multi-Agent Systems Jusheng Zhang Zimeng Huang Yijia Fan Ningyuan Liu Mingyan Li Zhuojie Yang Jiawei Yao Jian Wang Keze Wang 62 1 0 11 Feb 2025
Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents Junkai Li Yunghwei Lai Weitao Li Jingyi Ren Meng Zhang ... Siyu Wang Ziwei Sun Yanzhe Zhang Weizhi Ma Yang Liu LLMAG LM&MA LM&Ro MedIm 173 122 0 20 Jan 2025
Multi-Agent Collaboration Mechanisms: A Survey of LLMs Khanh-Tung Tran Dung Dao Minh-Duong Nguyen Quoc-Viet Pham Barry O'Sullivan Hoang D. Nguyen LLMAG 151 57 0 10 Jan 2025
Toward Inclusive Educational AI: Auditing Frontier LLMs through a Multiplexity Lens Abdullah Mushtaq Muhammad Rafay Naeem Muhammad Imran Taj Ibrahim Ghaznavi Junaid Qadir 95 3 0 08 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou Xianglong Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 166 30 0 31 Dec 2024
ArgMed-Agents: Explainable Clinical Decision Reasoning with LLM Disscusion via Argumentation Schemes Shengxin Hong Liang Xiao Xin Zhang Jian-Xing Chen LRM 122 3 0 31 Dec 2024
Enhancing LLMs for Impression Generation in Radiology Reports through a Multi-Agent System Fang Zeng Zhiliang Lyu Quanzheng Li Xiang Li 93 4 0 06 Dec 2024
SurgBox: Agent-Driven Operating Room Sandbox with Surgery Copilot Jinlin Wu Xusheng Liang Xuexue Bai Zhen Chen 125 4 0 06 Dec 2024
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang ... Lin Sun Jiayu Lin Jie Zhou Xuanjing Huang Zhongyu Wei LLMAG LM&Ro AI4CE 165 21 0 04 Dec 2024
Medchain: Bridging the Gap Between LLM Agents and Clinical Practice through Interactive Sequential Benchmarking Jie Liu Wenxuan Wang Zizhan Ma Guolin Huang Yihang Su Kao-Jung Chang Wenting Chen Haoliang Li Linlin Shen Michael R. Lyu 132 8 0 02 Dec 2024
Enhancing Clinical Trial Patient Matching through Knowledge Augmentation with Multi-Agents Hanwen Shi Jin Zhang Kunpeng Zhang 121 0 0 22 Nov 2024
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge Vishwesh Nath Wenqi Li Dong Yang Andriy Myronenko Mingxin Zheng ... Holger Roth Daguang Xu Baris Turkbey Holger Roth Daguang Xu VLM 214 7 0 19 Nov 2024
SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents Dawei Li Zhen Tan Peijia Qian Yifan Li Kumar Satvik Chaudhary Lijie Hu Jiayi Shen 136 10 0 05 Nov 2024
Project Sid: Many-agent simulations toward AI civilization Altera. AL Andrew Ahn Nic Becker Stephanie Carroll Nico Christie ... Shuying Luo Peter Y Wang Mathew Willows Feitong Yang Guangyu Robert Yang LLMAG LM&Ro AI4CE 123 15 0 31 Oct 2024
NetSafe: Exploring the Topological Safety of Multi-agent Networks Miao Yu Shilong Wang Guibin Zhang Junyuan Mao Chenlong Yin Qijiong Liu Qingsong Wen Kun Wang Yang Wang 87 12 0 21 Oct 2024
MMDS: A Multimodal Medical Diagnosis System Integrating Image Analysis and Knowledge-based Departmental Consultation Yi Ren Han Zhang Weibin Li Diandong Liu Tianyi Zhang Jie He Jie He Licheng Jiao CVBM 89 0 0 20 Oct 2024
MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling Yakun Zhu Shaohang Wei Xu Wang Kui Xue Xiaofan Zhang Shanghang Zhang 146 2 0 17 Oct 2024
MedAide: Information Fusion and Anatomy of Medical Intents via LLM-based Agent Collaboration Jinjie Wei Jinjie Wei Yanshu Li Qingyao Xu Zhaoyu Chen ... Yue Jiang Yakun Ju Wei Zhou Yang Liu Lihua Zhang 68 4 0 16 Oct 2024