Title
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 76 0 0 29 Apr 2025
MRD-RAG: Enhancing Medical Diagnosis with Multi-Round Retrieval-Augmented Generation Yixiang Chen Penglei Sun Xiang Li Xiaowen Chu 33 0 0 10 Apr 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
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 56 0 0 11 Mar 2025
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models Shuliang Liu Xinze Li Zhenghao Liu Yukun Yan Cheng Yang Zheni Zeng Zhiyuan Liu Maosong Sun Ge Yu RALM 88 1 0 26 Feb 2025
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation Guangya Yu Yanhao Li Zongying Jiang Yuxiong Jin Li Dai ... Weiyan Zhang Yongqi Fan Qi Ye Jingping Liu Tong Ruan LM&MA ELM 67 0 0 17 Feb 2025
A Survey on Memory-Efficient Large-Scale Model Training in AI for Science Kaiyuan Tian Linbo Qiao Baihui Liu Gongqingjian Jiang Dongsheng Li 29 0 0 21 Jan 2025
Malware Classification using a Hybrid Hidden Markov Model-Convolutional Neural Network Ritik Mehta Olha Jurecková Mark Stamp 57 30 0 25 Dec 2024
PIORS: Personalized Intelligent Outpatient Reception based on Large Language Model with Multi-Agents Medical Scenario Simulation Zhijie Bao Q. Liu Ying Guo Zhengqiang Ye Jun Shen Shirong Xie Jiajie Peng Xuanjing Huang Zhongyu Wei 70 2 0 21 Nov 2024
BianCang: A Traditional Chinese Medicine Large Language Model Sibo Wei Xueping Peng Yi-Fei Wang Jiasheng Si Weiyu Zhang Wenpeng Lu Xiaoming Wu Yinglong Wang LM&MA 32 1 0 17 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 23 1 0 16 Oct 2024
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts Guorui Zheng Xidong Wang Juhao Liang Nuo Chen Yuping Zheng Benyou Wang MoE 19 5 0 14 Oct 2024
Exploring LLM-based Data Annotation Strategies for Medical Dialogue Preference Alignment Chengfeng Dou Y. Zhang Zhi Jin Wenpin Jiao Haiyan Zhao Yongqiang Zhao Zhengwei Tao 20 0 0 05 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 41 1 0 26 Sep 2024
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs Clément Christophe Tathagata Raha Svetlana Maslenkova Muhammad Umar Salman Praveen K Kanithi Marco AF Pimentel Shadab Khan LM&MA 25 1 0 23 Sep 2024
Towards Democratizing Multilingual Large Language Models For Medicine Through A Two-Stage Instruction Fine-tuning Approach Meng Zhou Surajsinh Parmar Anubhav Bhatti LM&MA 25 0 0 09 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 26 5 0 29 Aug 2024
On-Device Language Models: A Comprehensive Review Jiajun Xu Zhiyuan Li Wei Chen Qun Wang Xin Gao Qi Cai Ziyuan Ling 26 24 0 26 Aug 2024
CollectiveSFT: Scaling Large Language Models for Chinese Medical Benchmark with Collective Instructions in Healthcare Jingwei Zhu Minghuan Tan Min Yang Ruixue Li Hamid Alinejad-Rokny ALM LM&MA 27 0 0 29 Jul 2024
Is larger always better? Evaluating and prompting large language models for non-generative medical tasks Yinghao Zhu Junyi Gao Zixiang Wang Weibin Liao Xiaochen Zheng Lifang Liang Yasha Wang Chengwei Pan Ewen M. Harrison Liantao Ma ELM LM&MA AI4MH 31 1 0 26 Jul 2024
CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis Junying Chen Chi Gui Anningzhe Gao Ke Ji Xidong Wang Xiang Wan Benyou Wang MedIm AI4CE LM&MA 46 12 0 18 Jul 2024
Fine-Tuning Medical Language Models for Enhanced Long-Contextual Understanding and Domain Expertise Qimin Yang Rongsheng Wang Jiexin Chen Runqi Su Tao Tan LM&MA AI4MH 19 3 0 16 Jul 2024
DALL-M: Context-Aware Clinical Data Augmentation with LLMs Chihcheng Hsieh Catarina Moreira Isabel Blanco Nobre Sandra Costa Sousa Chun Ouyang M. Brereton Joaquim A. Jorge Jacinto C. Nascimento 31 0 0 11 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 28 4 0 08 Jul 2024
HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale Junying Chen Ruyi Ouyang Anningzhe Gao Shunian Chen Guiming Hardy Chen ... Zhenyang Cai Ke Ji Guangjun Yu Xiang Wan Benyou Wang MedIm LM&MA 35 16 0 27 Jun 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 23 3 0 26 Jun 2024
MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation Yusheng Liao Shuyang Jiang Yanfeng Wang Yu Wang 42 2 0 25 Jun 2024
Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment Kaishuai Xu Yi Cheng Wenjun Hou Qiaoyu Tan Wenjie Li 39 6 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 34 9 0 19 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 35 17 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 33 4 0 14 Jun 2024
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions Lei Liu Xiaoyan Yang Junchi Lei Xiaoyang Liu Yue Shen ... Peng Wei Jinjie Gu Zhixuan Chu Zhan Qin Kui Ren LM&MA AILaw 34 14 0 06 Jun 2024
LLMs Could Autonomously Learn Without External Supervision Ke Ji Junying Chen Anningzhe Gao Wenya Xie Xiang Wan Benyou Wang 24 4 0 02 Jun 2024
TAIA: Large Language Models are Out-of-Distribution Data Learners Shuyang Jiang Yusheng Liao Ya-Qin Zhang Yu Wang Yanfeng Wang 27 3 0 30 May 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 30 6 0 29 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 27 1 0 17 May 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 37 62 0 25 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 21 4 0 13 Apr 2024
Towards Automatic Evaluation for LLMs' Clinical Capabilities: Metric, Data, and Algorithm Lei Liu Xiaoyan Yang Fangzhou Li Chenfei Chi Yue Shen ... Liya Ma Zhiqiang Zhang Wei Xue Yiran Huang Jinjie Gu LM&MA ELM 20 10 0 25 Mar 2024
Apollo: A Lightweight Multilingual Medical LLM towards Democratizing Medical AI to 6B People Xidong Wang Nuo Chen Junying Chen Yan Hu Yidong Wang Xiangbo Wu Anningzhe Gao Xiang Wan Haizhou Li Benyou Wang LM&MA 22 25 0 06 Mar 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Tianyi Zhou KELM VLM 34 94 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 23 19 0 15 Feb 2024
Pushing The Limit of LLM Capacity for Text Classification Yazhou Zhang Mengyao Wang Chenyu Ren Qiuchi Li Prayag Tiwari Benyou Wang Jing Qin VLM AI4TS 56 20 0 12 Feb 2024
Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback Chengfeng Dou Zhi Jin Wenpin Jiao Haiyan Zhao Yongqiang Zhao Zhenwei Tao LM&MA 61 4 0 11 Jan 2024
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 240 1,070 0 05 Oct 2022
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 236 1,508 0 31 Dec 2020