AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical
Interaction Simulator

AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator

15 February 2024

Fei Huang

Jingren Zhou

Papers citing "AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator"

19 / 19 papers shown

Title
Multi-Agent System for Comprehensive Soccer Understanding Jiayuan Rao Z. Li Haoning Wu Yuyao Zhang Yanfeng Wang Weidi Xie LLMAG 51 0 0 06 May 2025
ClinicalGPT-R1: Pushing reasoning capability of generalist disease diagnosis with large language model Wuyang Lan Wenzheng Wang Changwei Ji Guoxing Yang Y. Zhang Xiaohong Liu Song Wu Guangyu Wang LM&MA ELM LRM AI4MH 55 0 0 13 Apr 2025
A Survey of Scaling in Large Language Model Reasoning Zihan Chen Song Wang Zhen Tan Xingbo Fu Zhenyu Lei Peng Wang Huan Liu Cong Shen Jundong Li LRM 88 0 0 02 Apr 2025
Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions Mohammad Almansoori Kemal Kurniawan Hisham Cholakkal 141 0 0 28 Mar 2025
Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions Yubo Li Yidi Miao Xueying Ding Ramayya Krishnan R. Padman 37 0 0 28 Mar 2025
TAMA: A Human-AI Collaborative Thematic Analysis Framework Using Multi-Agent LLMs for Clinical Interviews Huimin Xu Seungjun Yi Terence Lim Jiawei Xu Andrew Well ... Yuyao Zhang Heng Ji Keshav Pingali Yan Leng Ying Ding LLMAG 91 0 0 26 Mar 2025
Empowering Medical Multi-Agents with Clinical Consultation Flow for Dynamic Diagnosis Sihan Wang Suiyang Jiang Yibo Gao Boming Wang Yuxin Li Xiahai Zhuang AI4CE 44 0 0 19 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 220 1 0 16 Mar 2025
Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis Chenjun Li Laurin Lux Alexander H. Berger M. Menten Mert R. Sabuncu Johannes C. Paetzold 55 0 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 70 4 0 10 Mar 2025
Iterative Tree Analysis for Medical Critics Zenan Huang Mingwei Li Zheng Zhou Youxin Jiang 112 0 0 18 Jan 2025
PIORS: Personalized Intelligent Outpatient Reception based on Large Language Model with Multi-Agents Medical Scenario Simulation Zhijie Bao Qiang Liu Ying Guo Zhengqiang Ye Jun Shen Shirong Xie Jiajie Peng Xuanjing Huang Zhongyu Wei 77 2 0 21 Nov 2024
MedAide: Towards an Omni Medical Aide via Specialized LLM-based Multi-Agent Collaboration Jinjie Wei Dingkang Yang Yanshu Li Qingyao Xu Zhaoyu Chen M. Li Yue Jiang Xiaolu Hou Lihua Zhang 33 1 0 16 Oct 2024
AI-Press: A Multi-Agent News Generating and Feedback Simulation System Powered by Large Language Models Xiawei Liu Shiyue Yang Xinnong Zhang Haoyu Kuang Libo Sun Yihang Yang Siming Chen Xuanjing Huang Zhongyu Wei 29 3 0 10 Oct 2024
ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration Zixiang Wang Yinghao Zhu Huiya Zhao Xiaochen Zheng Tianlong Wang ... Yasha Wang Ewen M. Harrison Junyi Gao Liantao Ma Liantao Ma 55 1 0 03 Oct 2024
DISC-FinLLM: A Chinese Financial Large Language Model based on Multiple Experts Fine-tuning Wei Chen Qiushi Wang Zefei Long Xianyin Zhang Zhongtian Lu ... Siyuan Wang Jiarong Xu Xiang Bai Xuanjing Huang Zhongyu Wei 83 43 0 23 Oct 2023
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 171 631 0 17 Oct 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 232 1,742 0 07 Apr 2023
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 234 812 0 13 Sep 2019