CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis

CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis

18 July 2024

Xiang Wan

Papers citing "CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis"

18 / 18 papers shown

Title
Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL Che Liu Haozhe Wang J. Pan Zhongwei Wan Yong Dai Fangzhen Lin Wenjia Bai Daniel Rueckert Rossella Arcucci OffRL LRM ELM 105 1 0 23 May 2025
MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs Juncheng Wu Wenlong Deng Xiaochen Li Sheng Liu Taomian Mi ... Yihan Cao Hui Ren Xuzhao Li Xiaoxiao Li Yuyin Zhou AI4MH LRM 111 10 0 01 Apr 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 445 0 0 11 Mar 2025
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 43 3 0 26 Jun 2024
Yi: Open Foundation Models by 01.AI 01. AI Alex Young 01.AI Alex Young Bei Chen Chao Li ... Yue Wang Yuxuan Cai Zhenyu Gu Zhiyuan Liu Zonghong Dai OSLM LRM 263 562 0 07 Mar 2024
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 74 67 0 16 Nov 2023
Graph of Thoughts: Solving Elaborate Problems with Large Language Models Maciej Besta Nils Blach Aleš Kubíček Robert Gerstenberger Michal Podstawski ... Joanna Gajda Tomasz Lehmann H. Niewiadomski Piotr Nyczyk Torsten Hoefler LRM AI4CE LM&Ro 131 671 0 18 Aug 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 81 203 0 24 May 2023
Phoenix: Democratizing ChatGPT across Languages Zhihong Chen Feng Jiang Junying Chen Tiannan Wang Fei Yu ... Zhiyi Zhang Jianquan Li Xiang Wan Benyou Wang Haizhou Li ALM 42 38 0 20 Apr 2023
SeDR: Segment Representation Learning for Long Documents Dense Retrieval Junying Chen Qingcai Chen Dongfang Li Yutao Huang 52 6 0 20 Nov 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 817 9,387 0 28 Jan 2022
Diaformer: Automatic Diagnosis via Symptoms Sequence Generation Junying Chen Dongfang Li Qingcai Chen Wenxiu Zhou Xin Liu MedIm 69 30 0 20 Dec 2021
Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification Hongyi Yuan Sheng Yu 58 18 0 01 Dec 2021
ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation Yu Sun Shuohuan Wang Shikun Feng Siyu Ding Chao Pang ... Ouyang Xuan Dianhai Yu Hao Tian Hua Wu Haifeng Wang 97 470 0 05 Jul 2021
Imperfect also Deserves Reward: Multi-Level and Sequential Reward Modeling for Better Dialog Management Zhengxu Hou Bang Liu Ruihui Zhao Zijing Ou Yafei Liu Xi Chen Yefeng Zheng 34 10 0 10 Apr 2021
MedDialog: Two Large-scale Medical Dialogue Datasets Xuehai He Shu Chen Zeqian Ju Xiangyu Dong Hongchao Fang ... Ruisi Zhang Ruoyu Zhang Meng Zhou Penghui Zhu P. Xie LM&MA MedIm 64 179 0 07 Apr 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,226 0 27 Aug 2019
End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis Lin Xu Qixian Zhou Ke Gong Xiaodan Liang Jianheng Tang Liang Lin MedIm 83 172 0 30 Jan 2019