DDO: Dual-Decision Optimization via Multi-Agent Collaboration for LLM-Based Medical Consultation

DDO: Dual-Decision Optimization via Multi-Agent Collaboration for LLM-Based Medical Consultation

24 May 2025

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Papers citing "DDO: Dual-Decision Optimization via Multi-Agent Collaboration for LLM-Based Medical Consultation"

14 / 14 papers shown

Title
MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis Daniel Rose Chia-Chien Hung Marco Lepri Israa Alqassem Kiril Gashteovski Carolin (Haas) Lawrence LM&MA 161 2 0 26 Feb 2025
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support G. Wang Minyu Gao Shuai Yang Ya Zhang Lizhi He ... Yexuan Zhang Wanyue Li Lu Chen Jintao Fei Xin Li 393 2 0 25 Feb 2025
Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection Mingyu Derek Ma Yanna Ding Zijie Huang Jianxi Gao Yizhou Sun Wei Wang 81 1 0 28 Jan 2025
Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction Mingyu Derek Ma Xiaoxuan Wang Yijia Xiao Anthony Cuturrufo Vijay S Nori Eran Halperin Wei Wang ELM 77 2 0 28 Jan 2025
Feedback-Aware Monte Carlo Tree Search for Efficient Information Seeking in Goal-Oriented Conversations Harshita Chopra Chirag Shah 41 1 0 25 Jan 2025
Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents Junkai Li Yunghwei Lai Weitao Li Jingyi Ren Meng Zhang ... Siyu Wang Ziwei Sun Yanzhe Zhang Weizhi Ma Yang Liu LLMAG LM&MA LM&Ro MedIm 163 122 0 20 Jan 2025
MedCoT: Medical Chain of Thought via Hierarchical Expert Jiaxiang Liu Yuan Wang Jiawei Du Qiufeng Wang Zuozhu Liu LRM 142 19 0 18 Dec 2024
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs Mingyi Jia Junwen Duan Yan Song Jianxin Wang 74 9 0 20 Jun 2024
Group Robust Preference Optimization in Reward-free RLHF Shyam Sundhar Ramesh Yifan Hu Iason Chaimalas Viraj Mehta Pier Giuseppe Sessa Haitham Bou-Ammar Ilija Bogunovic 84 39 0 30 May 2024
Multicalibration for Confidence Scoring in LLMs Gianluca Detommaso Martín Bertrán Riccardo Fogliato Aaron Roth 102 19 0 06 Apr 2024
ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences Yuanhe Tian Ruyi Gan Yan Song Jiaxing Zhang Yongdong Zhang AI4MH AI4CE LM&MA 111 41 0 10 Nov 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,748 0 15 Mar 2023
End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis Lin Xu Qixian Zhou Ke Gong Xiaodan Liang Jianheng Tang Liang Lin MedIm 99 173 0 30 Jan 2019
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 547 19,296 0 20 Jul 2017