MedCoT: Medical Chain of Thought via Hierarchical Expert

MedCoT: Medical Chain of Thought via Hierarchical Expert

18 December 2024

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Papers citing "MedCoT: Medical Chain of Thought via Hierarchical Expert"

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Title
Enhancing Step-by-Step and Verifiable Medical Reasoning in MLLMs Haoran Sun Yankai Jiang Wenjie Lou Yujie Zhang Wenjie Li Lilong Wang Mianxin Liu Lei Liu Xiaosong Wang LRM 27 0 0 20 Jun 2025
3D-RAD: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasks Xiaotang Gai Jiaxiang Liu Yichen Li Zijie Meng Jian Wu Zuozhu Liu VGen 27 0 0 11 Jun 2025
RARL: Improving Medical VLM Reasoning and Generalization with Reinforcement Learning and LoRA under Data and Hardware Constraints Tan-Hanh Pham Chris Ngo OffRL LRM 42 0 0 07 Jun 2025
HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models Songtao Jiang Yan Zhang Yeying Jin Zhihang Tang Y. Wu Yang Feng Jian Wu Zuozhu Liu 60 1 0 01 Jun 2025
Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion Anum Afzal Florian Matthes Gal Chechik Yftah Ziser LRM 56 0 0 30 May 2025
Interpreting Chest X-rays Like a Radiologist: A Benchmark with Clinical Reasoning Jinquan Guan Qi Chen Lizhou Liang Yuhang Liu Vu Minh Hieu Phan Minh-Son To Jian Chen Yutong Xie LM&MA LRM 59 0 0 29 May 2025
Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future Prospects Yixin Cui Haotian Lin Shuo Yang Yixiao Wang Yanjun Huang Hong Chen LM&Ro LRM ELM 137 0 0 26 May 2025
DDO: Dual-Decision Optimization via Multi-Agent Collaboration for LLM-Based Medical Consultation Zhihao Jia Mingyi Jia Junwen Duan Jianxin Wang 61 0 0 24 May 2025
TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and Verification Jianghao Wu Feilong Tang Yulong Li Ming Hu Haochen Xue Shoaib Jameel Yutong Xie Imran Razzak LRM 56 0 0 23 May 2025
Synergizing RAG and Reasoning: A Systematic Review Yunfan Gao Yun Xiong Yijie Zhong Yuxi Bi Ming Xue Haoyu Wang LRM AI4CE 474 7 0 22 Apr 2025
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Songtao Jiang Yuan Wang Sibo Song Yanzhe Zhang Zijie Meng Bohan Lei Jian Wu Jimeng Sun Zuozhu Liu MedIm VLM 104 3 0 20 Apr 2025
Neutralizing the Narrative: AI-Powered Debiasing of Online News Articles Chen Wei Kuo Kevin Chu Nouar Aldahoul Hazem Ibrahim Talal Rahwan Yasir Zaki SyDa 158 0 0 04 Apr 2025
A Survey of Scaling in Large Language Model Reasoning Zihan Chen Song Wang Zhen Tan Xingbo Fu Zhenyu Lei Peng Wang Huan Liu Cong Shen Jundong Li LRM 252 2 0 02 Apr 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Yansen Wang Shengqiong Wu Yize Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 232 31 0 16 Mar 2025
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning Xiangru Tang Daniel Shao Jiwoong Sohn Jiapeng Chen Jiayi Zhang ... Yilun Zhao Chenglin Wu Wenqi Shi Arman Cohan Mark B. Gerstein AI4MH LRM ELM LM&MA 139 10 0 10 Mar 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 427 2 0 25 Feb 2025
Fair-MoE: Fairness-Oriented Mixture of Experts in Vision-Language Models Peiran Wang Linjie Tong Jiaxiang Liu Zuozhu Liu VLM MoE 128 1 0 10 Feb 2025
R-LLaVA: Improving Med-VQA Understanding through Visual Region of Interest Xupeng Chen Zhixin Lai Kangrui Ruan Shichu Chen Jiaxiang Liu Zuozhu Liu 166 3 0 27 Oct 2024