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

16 November 2023

Arman Cohan

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

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Title
IMAS: A Comprehensive Agentic Approach to Rural Healthcare Delivery Agasthya Gangavarapu Ananya Gangavarapu 52 0 0 13 Oct 2024
DAWN: Designing Distributed Agents in a Worldwide Network Zahra Aminiranjbar Jianan Tang Qiudan Wang Shubha Pant Mahesh Viswanathan AI4CE LLMAG 94 2 0 11 Oct 2024
COMMA: A Communicative Multimodal Multi-Agent Benchmark Timothy Ossowski Jixuan Chen Danyal Maqbool Zefan Cai Tyler Bradshaw Junjie Hu VLM 98 3 0 10 Oct 2024
MC-CoT: A Modular Collaborative CoT Framework for Zero-shot Medical-VQA with LLM and MLLM Integration Lai Wei Wenkai Wang Xiaoyu Shen Yu Xie Zhihao Fan Xiaojin Zhang Zhongyu Wei Wei Chen 70 7 0 06 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 155 5 0 03 Oct 2024
2D-TPE: Two-Dimensional Positional Encoding Enhances Table Understanding for Large Language Models Jia-Nan Li Jian Guan Wei Wu Zhengtao Yu Rui Yan LMTD 113 1 0 29 Sep 2024
SwiftDossier: Tailored Automatic Dossier for Drug Discovery with LLMs and Agents Gabriele Fossi Youssef Boulaimen Leila Outemzabet Nathalie Jeanray Stephane Gerart Sebastien Vachenc Joanna Giemza Salvatore Raieli 67 2 0 24 Sep 2024
RAM2C: A Liberal Arts Educational Chatbot based on Retrieval-augmented Multi-role Multi-expert Collaboration Haoyu Huang Tong Niu Rui Yang Luping Shi 38 0 0 23 Sep 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 120 42 0 23 Sep 2024
MEDCO: Medical Education Copilots Based on A Multi-Agent Framework Hao Wei Jianing Qiu Haibao Yu Wu Yuan 114 18 0 22 Aug 2024
Evaluating Transparent Reasoning in Large Language Models for Accountable Critical Tasks Bowen Wang Jiuyang Chang Yiming Qian Guoxin Chen LRM LM&MA ELM 122 6 0 04 Aug 2024
MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for Pharmacovigilance Jihye Choi Nils Palumbo P. Chalasani Matthew M. Engelhard Somesh Jha Anivarya Kumar David Page 96 4 0 03 Aug 2024
Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions Guangzhi Xiong Qiao Jin Xiao Wang Minjia Zhang Zhiyong Lu Aidong Zhang RALM 146 36 0 01 Aug 2024
Fuzz-Testing Meets LLM-Based Agents: An Automated and Efficient Framework for Jailbreaking Text-To-Image Generation Models Yingkai Dong Xiangtao Meng Ning Yu Zheng Li Shanqing Guo LLMAG 121 17 0 01 Aug 2024
OpenHands: An Open Platform for AI Software Developers as Generalist Agents Xingyao Wang Boxuan Li Yufan Song Frank F. Xu Xiangru Tang ... Junyang Lin Robert Brennan Hao Peng Heng Ji Graham Neubig VLM 110 131 0 23 Jul 2024
Document-level Clinical Entity and Relation Extraction via Knowledge Base-Guided Generation Kriti Bhattarai Inez Y Oh Zach Abrams Albert M Lai MedIm 87 3 0 13 Jul 2024
MMedAgent: Learning to Use Medical Tools with Multi-modal Agent Binxu Li Tiankai Yan Yuanting Pan Zhe Xu Jie Luo Ruiyang Ji Shilong Liu Haoyu Dong Zihao Lin Yixin Wang LM&MA 91 35 0 02 Jul 2024
Simulating Financial Market via Large Language Model based Agents Shen Gao Yuntao Wen Minghang Zhu Jianing Wei Yuhan Cheng Qunzi Zhang Shuo Shang AIFin 92 14 0 28 Jun 2024
Autonomous Agents for Collaborative Task under Information Asymmetry Wei Liu Chenxi Wang Yifei Wang Zihao Xie Rennai Qiu Yufan Dang Zhuoyun Du Weize Chen Cheng Yang Chen Qian LLMAG 100 6 0 21 Jun 2024
Step-Back Profiling: Distilling User History for Personalized Scientific Writing Xiangru Tang Xingyao Zhang Yanjun Shao Jie Wu Yilun Zhao Arman Cohan Ming Gong Dongmei Zhang Mark B. Gerstein 132 3 0 20 Jun 2024
ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World Weixiang Yan Haitian Liu Tengxiao Wu Qian Chen Wen Wang ... Jiayi Wang Weishan Zhao Yixin Zhang Renjun Zhang Li Zhu LM&MA 88 13 0 19 Jun 2024
Scaling Large Language Model-based Multi-Agent Collaboration Chen Qian Zihao Xie YiFei Wang Wei Liu Yufan Dang ... Zhuoyun Du Weize Chen Cheng Yang Zhiyuan Liu Maosong Sun AI4CE LLMAG LM&Ro 178 78 0 11 Jun 2024
Open-Endedness is Essential for Artificial Superhuman Intelligence Edward Hughes Michael Dennis Jack Parker-Holder Feryal M. P. Behbahani Aditi Mavalankar Yuge Shi Tom Schaul Tim Rocktaschel LRM 106 33 0 06 Jun 2024
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks Yusen Zhang Ruoxi Sun Yanfei Chen Tomas Pfister Rui Zhang Sercan O. Arik RALM AI4CE LLMAG 135 57 0 04 Jun 2024
Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization Yu-Min Tseng Yu-Chao Huang Teng-Yun Hsiao Yu-Ching Hsu Chao-Wei Huang Jia-Yin Foo Yun-Nung Chen LLMAG 430 92 0 03 Jun 2024
QUB-Cirdan at "Discharge Me!": Zero shot discharge letter generation by open-source LLM Rui Guo Greg Farnan Niall McLaughlin Barry Devereux 40 4 0 27 May 2024
Position: Foundation Agents as the Paradigm Shift for Decision Making Xiaoqian Liu Xingzhou Lou Jianbin Jiao Junge Zhang OffRL LLMAG 105 7 0 27 May 2024
FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models Hongyang Yang Boyu Zhang Neng Wang Cheng Guo Xiaoli Zhang ... Junlin Wang Tianyu Zhou Mao Guan Runjia Zhang Chris Wang AIFin AI4CE 102 15 1 23 May 2024
KG-RAG: Bridging the Gap Between Knowledge and Creativity Diego Sanmartin RALM 94 45 0 20 May 2024
Medical Dialogue: A Survey of Categories, Methods, Evaluation and Challenges Xiaoming Shi Zeming Liu Li Du Yuxuan Wang Hongru Wang Yuhang Guo Tong Ruan Jie Xu Shaoting Zhang LM&MA ELM 100 2 0 17 May 2024
Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based Agents Yue Liu Sin Kit Lo Qinghua Lu Liming Zhu Dehai Zhao Xiwei Xu Stefan Harrer Jon Whittle LLMAG AI4CE 100 16 0 16 May 2024
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments Samuel Schmidgall Rojin Ziaei Carl Harris Eduardo Reis Jeffrey Jopling Michael Moor 238 55 0 13 May 2024
CourseGPT-zh: an Educational Large Language Model Based on Knowledge Distillation Incorporating Prompt Optimization Zheyan Qu Lu Yin Zitong Yu Wenbo Wang Xing Zhang ALM 61 2 0 08 May 2024
MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning Wenqi Shi Ran Xu Yuchen Zhuang Yue Yu Hang Wu Carl Yang M. D. Wang MedIm LM&MA 128 21 0 05 May 2024
IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task On the Shoulders of Medical Agents Jean-Philippe Corbeil 90 3 0 23 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 215 61 0 23 Apr 2024
AgentCoord: Visually Exploring Coordination Strategy for LLM-based Multi-Agent Collaboration Bo Pan Jiaying Lu Ke Wang Li Zheng Zhen Wen Yingchaojie Feng Minfeng Zhu Wei Chen LLMAG 106 17 0 18 Apr 2024
Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions Yuting He Fuxiang Huang Xinrui Jiang Yuxiang Nie Minghao Wang Jiguang Wang Hao Chen LM&MA AI4CE 151 38 0 04 Apr 2024
MIMIR: A Streamlined Platform for Personalized Agent Tuning in Domain Expertise Chunyuan Deng Xiangru Tang Yilun Zhao Hanming Wang Haoran Wang Wangchunshu Zhou Arman Cohan Mark B. Gerstein LLMAG MLLM 47 2 0 03 Apr 2024
Empowering Biomedical Discovery with AI Agents Shanghua Gao Ada Fang Yepeng Huang Valentina Giunchiglia Ayush Noori Jonathan Richard Schwarz Yasha Ektefaie Jovana Kondic Marinka Zitnik LLMAG AI4CE 110 100 0 03 Apr 2024
LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models Yadong Zhang Shaoguang Mao Tao Ge Xun Wang Adrian de Wynter Yan Xia Wenshan Wu Ting Song Man Lan Furu Wei LRM 140 61 0 01 Apr 2024
Planning and Editing What You Retrieve for Enhanced Tool Learning Tenghao Huang Dongwon Jung Muhao Chen KELM 92 7 0 30 Mar 2024
Can LLMs Correct Physicians, Yet? Investigating Effective Interaction Methods in the Medical Domain Burcu Sayin Pasquale Minervini Jacopo Staiano Andrea Passerini LM&MA AI4MH 92 9 0 29 Mar 2024
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents Yuqi Zhu Shuofei Qiao Yixin Ou Shumin Deng N. Zhang Shiwei Lyu Yue Shen Lei Liang Jinjie Gu Ningyu Zhang LLMAG LM&Ro 173 33 0 05 Mar 2024
PRP: Propagating Universal Perturbations to Attack Large Language Model Guard-Rails Neal Mangaokar Ashish Hooda Jihye Choi Shreyas Chandrashekaran Kassem Fawaz Somesh Jha Atul Prakash AAML 94 37 0 24 Feb 2024
AgentMD: Empowering Language Agents for Risk Prediction with Large-Scale Clinical Tool Learning Qiao Jin Zhizheng Wang Yifan Yang Qingqing Zhu Donald Wright ... W. Wilbur Zhe He Andrew Taylor Qingyu Chen Zhiyong Lu ELM 76 13 0 20 Feb 2024
AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator Zhihao Fan Jialong Tang Wei Chen Siyuan Wang Zhongyu Wei Jun Xi Fei Huang Jingren Zhou LM&MA 148 30 0 15 Feb 2024
S-Agents: Self-organizing Agents in Open-ended Environments Jia-Qing Chen Yu-Gang Jiang Jiachen Lu Li Zhang AIFin LLMAG LM&Ro 89 16 0 07 Feb 2024
Large Language Model based Multi-Agents: A Survey of Progress and Challenges Taicheng Guo Preslav Nakov Yaqi Wang Ruidi Chang Shichao Pei Nitesh Chawla Olaf Wiest Xiangliang Zhang LLMAG LM&Ro AI4CE LRM 168 334 0 21 Jan 2024
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records Wenqi Shi Ran Xu Yuchen Zhuang Yue Yu Jieyu Zhang Hang Wu Yuanda Zhu Joyce C. Ho Carl Yang M. D. Wang 89 35 0 13 Jan 2024