A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets

19 April 2022

Jianye Hao

Xuanjing Huang

Papers citing "A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets"

29 / 29 papers shown

Title
A Typology of Synthetic Datasets for Dialogue Processing in Clinical Contexts Steven Bedrick A. Seza Doğruöz Sergiu Nisioi 43 0 0 05 May 2025
Towards Online Multi-Modal Social Interaction Understanding X. Li Shijian Deng Bolin Lai Weiguo Pian James M. Rehg Yapeng Tian 41 0 0 25 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 of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Erik Cambria LM&MA AILaw 85 148 0 28 Jan 2025
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 75 2 0 21 Nov 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
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 24 4 0 06 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 30 0 0 05 Oct 2024
Towards Social AI: A Survey on Understanding Social Interactions Sangmin Lee Minzhi Li Bolin Lai Wenqi Jia Fiona Ryan ... Ozgur Kara Bikram Boote Weiyan Shi Diyi Yang James M. Rehg 18 4 0 05 Sep 2024
HBot: A Chatbot for Healthcare Applications in Traditional Chinese Medicine Based on Human Body 3D Visualization Ze Wang Long Xu Jiahao Wang Dianbo Sui Zhen Chu Dianhui Chu LM&MA 23 0 0 01 Aug 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
CPsyExam: A Chinese Benchmark for Evaluating Psychology using Examinations Jiahao Zhao Jingwei Zhu Minghuan Tan Min Yang Di Yang Chenhao Zhang Guancheng Ye Chengming Li Xiping Hu ELM 19 0 0 16 May 2024
Beyond ESM2: Graph-Enhanced Protein Sequence Modeling with Efficient Clustering Shu-Lin Jiao Bingxuan Li Lei Wang Xiaojin Zhang Wei Chen J. Peng Zhongyu Wei 15 1 0 24 Apr 2024
A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry Yining Huang Keke Tang Meilian Chen Boyuan Wang ELM LM&MA 16 13 0 24 Apr 2024
Conversational Disease Diagnosis via External Planner-Controlled Large Language Models Zhoujian Sun Cheng Luo Ziyi Liu Zheng-Wei Huang LM&MA 30 3 0 04 Apr 2024
Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator Yusheng Liao Yutong Meng Yuhao Wang Hongcheng Liu Yanfeng Wang Yu Wang LM&MA ELM 27 8 0 13 Mar 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
Health-LLM: Personalized Retrieval-Augmented Disease Prediction System Mingyu Jin Qinkai Yu Dong Shu Chong Zhang Lizhou Fan ... Suiyuan Zhu Yanda Meng Zhenting Wang Mengnan Du Yongfeng Zhang LM&MA 9 15 0 01 Feb 2024
CauESC: A Causal Aware Model for Emotional Support Conversation Wei Chen Hengxu Lin Qun Zhang Xiaojin Zhang Xiang Bai Xuanjing Huang Zhongyu Wei 23 0 0 31 Jan 2024
Medical Dialogue Generation via Intuitive-then-Analytical Differential Diagnosis Kaishuai Xu Wenjun Hou Yi Cheng Jian Wang Wenjie Li MedIm 8 0 0 12 Jan 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 68 4 0 11 Jan 2024
Overview of the PromptCBLUE Shared Task in CHIP2023 Wei-wei Zhu Xiaoling Wang Mosha Chen Buzhou Tang LM&MA ELM 26 7 0 29 Dec 2023
BianQue: Balancing the Questioning and Suggestion Ability of Health LLMs with Multi-turn Health Conversations Polished by ChatGPT Yirong Chen Zhenyu Wang Xiaofen Xing Huimin Zheng Zhipei Xu ... Junhong Wang Sihang Li Jieling Wu Qi Liu Xiangmin Xu LM&MA AI4MH 11 58 0 24 Oct 2023
PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain Wei-wei Zhu Xiaoling Wang Huanran Zheng Mosha Chen Buzhou Tang ELM LM&MA 19 33 0 22 Oct 2023
DISC-MedLLM: Bridging General Large Language Models and Real-World Medical Consultation Zhijie Bao Wei Chen Shengze Xiao Kuang Ren Jiaao Wu Cheng Zhong J. Peng Xuanjing Huang Zhongyu Wei LM&MA 11 69 0 28 Aug 2023
MidMed: Towards Mixed-Type Dialogues for Medical Consultation Xiaoming Shi Zeming Liu Chuan Wang Haitao Leng Kui Xue Xiaofan Zhang Shaoting Zhang LM&MA MedIm 14 9 0 05 Jun 2023
KNSE: A Knowledge-aware Natural Language Inference Framework for Dialogue Symptom Status Recognition Wei Chen Shiqi Wei Zhongyu Wei Xuanjing Huang 18 6 0 26 May 2023
PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning Chengfeng Dou Zhi Jin Wenpin Jiao Haiyan Zhao Zhengwei Tao Yongqiang Zhao LM&MA MedIm 23 6 0 19 May 2023
DxFormer: A Decoupled Automatic Diagnostic System Based on Decoder-Encoder Transformer with Dense Symptom Representations Wei Chen Cheng Zhong J. Peng Zhongyu Wei MedIm 10 18 0 08 May 2022