Title
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 81 0 0 29 Apr 2025
CliniChat: A Multi-Source Knowledge-Driven Framework for Clinical Interview Dialogue Reconstruction and Evaluation J. Chen Zhihua Wei W. Zhang Yingying Hu Qiong Zhang LM&MA 27 0 0 14 Apr 2025
Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions Mohammad Almansoori K. K. Hisham Cholakkal 69 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
Evaluating Clinical Competencies of Large Language Models with a General Practice Benchmark Z. Li Yiying Yang Jiping Lang Wenhao Jiang Yuhang Zhao ... Yuhua Bi Xiaofei Zeng Yixian Chen Junrong Chen Lin Yao AI4MH LM&MA ELM 41 0 0 22 Mar 2025
Towards Automatic Continual Learning: A Self-Adaptive Framework for Continual Instruction Tuning Peiyi Lin Fukai Zhang Kai Niu Hao Fu CLL 64 0 0 20 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 143 0 0 16 Mar 2025
Large Language Models for Outpatient Referral: Problem Definition, Benchmarking and Challenges Xiaoxiao Liu Qingying Xiao Junying Chen Xiangyi Feng Xiangbo Wu ... Xiang Wan Jian Chang Guangjun Yu Yan Hu Benyou Wang LM&MA LRM 87 0 0 11 Mar 2025
MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling Yakun Zhu Shaohang Wei Xu Wang Kui Xue Xiaofan Zhang S. Zhang 54 1 0 17 Feb 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou X. Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 59 17 0 31 Dec 2024
Large Language Model Benchmarks in Medical Tasks Lawrence K. Q. Yan Ming Li Y. Zhang Caitlyn Heqi Yin Cheng Fei ... Ziqian Bi Pohsun Feng Keyu Chen Junyu Liu Qian Niu LM&MA AI4MH 51 4 0 28 Oct 2024
A Survey on Data Synthesis and Augmentation for Large Language Models Ke Wang Jiahui Zhu Minjie Ren Z. Liu Shiwei Li ... Chenkai Zhang Xiaoyu Wu Qiqi Zhan Qingjie Liu Yunhong Wang SyDa 38 15 0 16 Oct 2024
FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models Zhipei Xu Xuanyu Zhang Runyi Li Zecheng Tang Qing Huang Jian Andrew Zhang AAML 37 14 0 03 Oct 2024
ZALM3: Zero-Shot Enhancement of Vision-Language Alignment via In-Context Information in Multi-Turn Multimodal Medical Dialogue Zhangpu Li Changhong Zou Suxue Ma Zhicheng Yang Chen Du ... Xingzhi Sun Jing Xiao Kai Zhang Mei Han Mei Han LM&MA 46 1 0 26 Sep 2024
A Survey for Large Language Models in Biomedicine Chong Wang Mengyao Li Junjun He Zhongruo Wang Erfan Darzi ... Yi Yu Pietro Liò Tianyun Wang Yu Guang Wang Yiqing Shen LM&MA 34 9 0 29 Aug 2024
Enhancing AI-Driven Psychological Consultation: Layered Prompts with Large Language Models Rafael Souza Jia-Hao Lim Alexander Davis LM&MA AI4MH 18 0 0 29 Aug 2024
Are Large Language Models Possible to Conduct Cognitive Behavioral Therapy? Hao Shen Zihan Li Minqiang Yang Minghui Ni Yongfeng Tao Zhengyang Yu Weihao Zheng Chen Xu Bin Hu AI4MH 18 3 0 25 Jul 2024
PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation Jinpeng Hu Tengteng Dong Luo Gang Hui Ma Peng Zou Xiao Sun Dan Guo Meng Wang AI4MH 36 4 0 08 Jul 2024
LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them Wenya Xie Qingying Xiao Yu Zheng Xidong Wang Junying Chen Ke Ji Anningzhe Gao Xiang Wan Feng Jiang Benyou Wang LM&MA 36 3 0 26 Jun 2024
MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation Yusheng Liao Shuyang Jiang Yanfeng Wang Yu Wang 50 2 0 25 Jun 2024
MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models Mianxin Liu Jinru Ding Jie Xu Weiguo Hu Xiaoyang Li ... Haofen Wang Tong Ruan Xuanjing Huang Xin Sun Shaoting Zhang ELM AI4MH LM&MA 25 9 0 24 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 44 9 0 19 Jun 2024
WundtGPT: Shaping Large Language Models To Be An Empathetic, Proactive Psychologist Chenyu Ren Yazhou Zhang Daihai He Jing Qin AI4MH LM&MA 21 2 0 16 Jun 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 40 27 0 16 Jun 2024
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations Jinqiang Wang Huansheng Ning Yi Peng Qikai Wei Daniel Tesfai Wenwei Mao Tao Zhu Runhe Huang LM&MA AI4MH ELM 36 4 0 14 Jun 2024
PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications Dingkang Yang Jinjie Wei Dongling Xiao Shunli Wang Tong Wu ... Yue Jiang Qingyao Xu Ke Li Peng Zhai Lihua Zhang LM&MA 38 7 0 29 May 2024
Large Language Models for Medicine: A Survey Yanxin Zheng Wensheng Gan Zefeng Chen Zhenlian Qi Qian Liang Philip S. Yu LM&MA 16 15 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 32 1 0 17 May 2024
Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models Zhongzhen Huang Kui Xue Yongqi Fan Linjie Mu Ruoyu Liu Tong Ruan Shaoting Zhang Xiaofan Zhang LM&MA RALM 33 5 0 27 Apr 2024
MING-MOE: Enhancing Medical Multi-Task Learning in Large Language Models with Sparse Mixture of Low-Rank Adapter Experts Yusheng Liao Shuyang Jiang Yu Wang Yanfeng Wang MoE 34 4 0 13 Apr 2024
Leveraging Large Language Model as Simulated Patients for Clinical Education Yaneng Li Cheng Zeng Jialun Zhong Ruoyu Zhang Minhao Zhang Lei Zou AI4Ed LM&MA 32 14 0 13 Apr 2024
OpenMEDLab: An Open-source Platform for Multi-modality Foundation Models in Medicine Xiaosong Wang Xiaofan Zhang Guotai Wang Junjun He Zhongyu Li ... Jie Zhao Kang Li Xin Sun Lifeng Zhu Shaoting Zhang LM&MA VLM MedIm 33 7 0 28 Feb 2024
Aligning Large Language Models to a Domain-specific Graph Database Yuanyuan Liang Keren Tan Tingyu Xie Wenbiao Tao Siyuan Wang Yunshi Lan Weining Qian 25 5 0 26 Feb 2024
Healthcare Copilot: Eliciting the Power of General LLMs for Medical Consultation Zhiyao Ren Yibing Zhan Baosheng Yu Liang Ding Dacheng Tao LM&MA 32 12 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 38 19 0 15 Feb 2024
Shai: A large language model for asset management Zhongyang Guo Guanran Jiang Zhongdan Zhang Peng Li Zhefeng Wang Yinchun Wang ALM LM&MA 31 4 0 21 Dec 2023
MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models Yan Cai Linlin Wang Ye Wang Gerard de Melo Ya-Qin Zhang Yanfeng Wang Liang He AI4MH ELM LM&MA 45 15 0 20 Dec 2023
HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs Junying Chen Xidong Wang Anningzhe Gao Feng Jiang Shunian Chen ... Chuyi Kong Jianquan Li Xiang Wan Haizhou Li Benyou Wang LM&MA 24 61 0 16 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 31 106 0 09 Nov 2023
Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review Mingze Yuan Peng Bao Jiajia Yuan Yunhao Shen Zi Chen ... Jie Zhao Yang Chen Li Zhang Lin Shen Bin Dong ELM LM&MA 41 13 0 03 Nov 2023
Don't Ignore Dual Logic Ability of LLMs while Privatizing: A Data-Intensive Analysis in Medical Domain Yanrui Du Sendong Zhao Yuhan Chen Ming Ma Huaqin Wu Haifeng Wang Bing Qin 17 3 0 08 Sep 2023
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 242 1,070 0 05 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,730 0 04 Mar 2022