End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis

30 January 2019

Xiaodan Liang

Papers citing "End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis"

50 / 68 papers shown

Title
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 Min Zhang LM&MA AILaw 93 154 0 28 Jan 2025
Synthetic Patient-Physician Dialogue Generation from Clinical Notes Using LLM Trisha Das Dina Albassam Jimeng Sun LM&MA SyDa 18 2 0 12 Aug 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 56 12 0 18 Jul 2024
Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment Kaishuai Xu Yi Cheng Wenjun Hou Qiaoyu Tan Wenjie Li 60 6 0 20 Jun 2024
Towards Knowledge-Infused Automated Disease Diagnosis Assistant Mohit Tomar Abhisek Tiwari Sriparna Saha MedIm 26 3 0 18 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 39 2 0 17 May 2024
BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation Yuhong He Yongqi Zhang Shizhu He Jun Wan LRM 44 1 0 28 Mar 2024
Multi-Review Fusion-in-Context Aviv Slobodkin Ori Shapira Ran Levy Ido Dagan 93 1 0 22 Mar 2024
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models Zhiyuan Hu Chumin Liu Xidong Feng Yilun Zhao See-Kiong Ng A. Luu Junxian He Pang Wei Koh Bryan Hooi LRM 58 11 0 05 Feb 2024
Beyond Direct Diagnosis: LLM-based Multi-Specialist Agent Consultation for Automatic Diagnosis Hao Wang Sendong Zhao Zewen Qiang Nuwa Xi Bing Qin Ting Liu LM&MA 19 12 0 29 Jan 2024
NLICE: Synthetic Medical Record Generation for Effective Primary Healthcare Differential Diagnosis Zaid Al-Ars Obinna Agba Zhuoran Guo Christiaan Boerkamp Ziyaad Jaber Tareq Jaber SyDa 16 2 0 24 Jan 2024
Medical Dialogue Generation via Intuitive-then-Analytical Differential Diagnosis Kaishuai Xu Wenjun Hou Yi Cheng Jian Wang Wenjie Li MedIm 21 0 0 12 Jan 2024
Benchmarking and Analyzing In-context Learning, Fine-tuning and Supervised Learning for Biomedical Knowledge Curation: a focused study on chemical entities of biological interest Emily Groves Minhong Wang Yusuf Abdulle Holger Kunz J. Hoelscher-Obermaier Ronin Wu Honghan Wu 26 2 0 20 Dec 2023
Experience and Evidence are the eyes of an excellent summarizer! Towards Knowledge Infused Multi-modal Clinical Conversation Summarization Abhisek Tiwari Anisha Saha S. Saha P. Bhattacharyya Minakshi Dhar 19 7 0 27 Sep 2023
Foundation Metrics for Evaluating Effectiveness of Healthcare Conversations Powered by Generative AI Mahyar Abbasian Elahe Khatibi Iman Azimi David Oniani Zahra Shakeri Hossein Abad ... Bryant Lin Olivier Gevaert Li-Jia Li Ramesh C. Jain Amir M. Rahmani LM&MA ELM AI4MH 40 66 0 21 Sep 2023
MDDial: A Multi-turn Differential Diagnosis Dialogue Dataset with Reliability Evaluation Srija Macherla Man Luo Mihir Parmar Chitta Baral 33 4 0 16 Aug 2023
A Knowledge-enhanced Two-stage Generative Framework for Medical Dialogue Information Extraction Zefa Hu Ziyi Ni Jing Shi Shuang Xu Bo Xu MedIm 43 1 0 30 Jul 2023
Large Language Models Perform Diagnostic Reasoning Cheng-Kuang Wu Wei-Lin Chen Hsin-Hsi Chen ReLM ELM LM&MA LRM 18 17 0 18 Jul 2023
CoAD: Automatic Diagnosis through Symptom and Disease Collaborative Generation Huimin Wang Wai-Chung Kwan Kam-Fai Wong Yefeng Zheng MedIm 23 8 0 17 Jul 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 22 10 0 05 Jun 2023
Medical Dialogue Generation via Dual Flow Modeling Kaishuai Xu Wenjun Hou Yi Cheng Jian Wang Wenjie Li MedIm 16 12 0 29 May 2023
KNSE: A Knowledge-aware Natural Language Inference Framework for Dialogue Symptom Status Recognition Wei Chen Shiqi Wei Zhongyu Wei Xuanjing Huang 23 6 0 26 May 2023
HuatuoGPT, towards Taming Language Model to Be a Doctor Hongbo Zhang Junying Chen Feng Jiang Fei Yu Zhihong Chen ... Zhiyi Zhang Qingying Xiao Xiang Wan Benyou Wang Haizhou Li LM&MA AI4MH ELM 26 186 0 24 May 2023
LLM-empowered Chatbots for Psychiatrist and Patient Simulation: Application and Evaluation Siyuan Chen Mengyue Wu Ke Zhu Kunyao Lan Zhiling Zhang Lyuchun Cui AI4MH 26 49 0 23 May 2023
A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment Jianheng Tang Kangfei Zhao Jia Li 37 26 0 11 May 2023
Large Language Models Need Holistically Thought in Medical Conversational QA Yixuan Weng Bin Li Fei Xia Minjun Zhu Bing Sun Shizhu He Kang Liu Jun Zhao LM&MA AI4MH LRM DiffM ELM 22 5 0 09 May 2023
Voice-Based Conversational Agents and Knowledge Graphs for Improving News Search in Assisted Living Phillip Schneider Nils Rehtanz Kristiina Jokinen Florian Matthes 32 1 0 24 Mar 2023
Variational Information Pursuit for Interpretable Predictions Aditya Chattopadhyay Kwan Ho Ryan Chan B. Haeffele D. Geman René Vidal DRL 24 10 0 06 Feb 2023
On Transforming Reinforcement Learning by Transformer: The Development Trajectory Shengchao Hu Li Shen Ya Zhang Yixin Chen Dacheng Tao OffRL 27 25 0 29 Dec 2022
CDialog: A Multi-turn Covid-19 Conversation Dataset for Entity-Aware Dialog Generation Deeksha Varshney Aizan Zafar Niranshu Kumar Behra Asif Ekbal 26 6 0 16 Nov 2022
Terminology-aware Medical Dialogue Generation Chen Tang Hongbo Zhang Tyler Loakman Chenghua Lin Frank Guerin LM&MA MedIm 24 12 0 27 Oct 2022
TransAlign: Fully Automatic and Effective Entity Alignment for Knowledge Graphs Rui Zhang Xiaoyan Zhao Bayu Distiawan Trisedya Min Yang Hong Cheng Jianzhong Qi 19 0 0 16 Oct 2022
Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning Arsène Fansi Tchango Rishab Goel Julien Martel Zhi Wen G. Caron J. Ghosn 29 11 0 13 Oct 2022
CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded Conversations Lin Xu Qixian Zhou Jinlan Fu Min-Yen Kan See-Kiong Ng 38 4 0 05 Oct 2022
Scalable Online Disease Diagnosis via Multi-Model-Fused Actor-Critic Reinforcement Learning Weijie He Ting Chen OffRL 11 3 0 08 Jun 2022
NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization A. Nesterov Bulat Ibragimov D. Umerenkov Artem Shelmanov Galina Zubkova V. Kokh 11 4 0 02 Jun 2022
DDXPlus: A New Dataset For Automatic Medical Diagnosis Arsène Fansi Tchango Rishab Goel Zhi Wen Julien Martel J. Ghosn 106 36 0 18 May 2022
DxFormer: A Decoupled Automatic Diagnostic System Based on Decoder-Encoder Transformer with Dense Symptom Representations Wei Chen Cheng Zhong J. Peng Zhongyu Wei MedIm 25 18 0 08 May 2022
"My nose is running.""Are you also coughing?": Building A Medical Diagnosis Agent with Interpretable Inquiry Logics Wenge Liu Yi Cheng Hao Wang Jianheng Tang Yafei Liu Ruihui Zhao Wenjie Li Yefeng Zheng Xiaodan Liang 15 16 0 29 Apr 2022
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets Wei Chen Zhiwei Li Hongyi Fang Qian-Qian Yao Cheng Zhong Jianye Hao Qi Zhang Xuanjing Huang J. Peng Zhongyu Wei 24 57 0 19 Apr 2022
Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation Hillary Ngai Frank Rudzicz FAtt LM&MA 14 6 0 11 Apr 2022
FORCE: A Framework of Rule-Based Conversational Recommender System Jun Quan Zengzi Wei Q. Gan Jingqi Yao Jingyi Lu ... Yongzhi Li Huang Hu Yi He Yang Yang Daxin Jiang 24 1 0 18 Mar 2022
Prompt-based Generative Approach towards Multi-Hierarchical Medical Dialogue State Tracking Jun Liu Tong Ruan Haofen Wang Huanhuan Zhang 32 2 0 18 Mar 2022
DialMed: A Dataset for Dialogue-based Medication Recommendation Zhenfeng He Yuqiang Han Zhenqiu Ouyang Wei Gao Hongxu Chen Guandong Xu Jian Wu 13 10 0 22 Feb 2022
Diaformer: Automatic Diagnosis via Symptoms Sequence Generation Junying Chen Dongfang Li Qingcai Chen Wenxiu Zhou Xin Liu MedIm 30 30 0 20 Dec 2021
Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification Hongyi Yuan Sheng Yu 21 15 0 01 Dec 2021
A Grounded Well-being Conversational Agent with Multiple Interaction Modes: Preliminary Results Xinxin Yan Ndapandula Nakashole 12 1 0 28 Nov 2021
Natural Language Processing for Smart Healthcare Binggui Zhou Guanghua Yang Zheng Shi Shaodan Ma AI4MH LM&MA 35 111 0 19 Oct 2021
A Bayesian Approach for Medical Inquiry and Disease Inference in Automated Differential Diagnosis Hong Guan Chitta Baral 90 9 0 15 Oct 2021
Pre-trained Language Models in Biomedical Domain: A Systematic Survey Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 37 163 0 11 Oct 2021