:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Shen, Yuhao, Cao, Lang, Du, Simo, Wang, Yuqing, Zhou, Juexiao, Peng, Hao, Guo, Yue
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence
Online Access:	https://arxiv.org/abs/2605.26567
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MedConceal: A Benchmark for Clinical Hidden-Concern Reasoning Under Partial Observability
by: Han, Yikun, et al.
Published: (2026)

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning
by: You, Zhiwen, et al.
Published: (2026)

CPGPrompt: Translating Clinical Guidelines into LLM-Executable Decision Support
by: Deng, Ruiqi, et al.
Published: (2026)

Joint Optimization of Reasoning and Dual-Memory for Self-Learning Diagnostic Agent
by: Li, Bingxuan, et al.
Published: (2026)

MedGUIDE: Benchmarking Clinical Decision-Making in Large Language Models
by: Li, Xiaomin, et al.
Published: (2025)

MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models
by: Ma, Siqi, et al.
Published: (2025)

From Intention to Execution: Probing the Generalization Boundaries of Vision-Language-Action Models
by: Fang, Irving, et al.
Published: (2025)

GraphReason: Enhancing Reasoning Capabilities of Large Language Models through A Graph-Based Verification Approach
by: Cao, Lang
Published: (2023)

CoTBox-TTT: Grounding Medical VQA with Visual Chain-of-Thought Boxes During Test-time Training
by: Qian, Jiahe, et al.
Published: (2025)

Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines
by: Oniani, David, et al.
Published: (2024)

Guideline2Graph: Profile-Aware Multimodal Parsing for Executable Clinical Decision Graphs
by: Kilic, Onur Selim, et al.
Published: (2026)

MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models
by: Huang, Yu, et al.
Published: (2025)

EHR-RAG: Bridging Long-Horizon Structured Electronic Health Records and Large Language Models via Enhanced Retrieval-Augmented Generation
by: Cao, Lang, et al.
Published: (2026)

A Review on Edge Large Language Models: Design, Execution, and Applications
by: Zheng, Yue, et al.
Published: (2024)

Towards Trustworthy Dermatology MLLMs: A Benchmark and Multimodal Evaluator for Diagnostic Narratives
by: Shen, Yuhao, et al.
Published: (2025)

MedSeg-R: Medical Image Segmentation with Clinical Reasoning
by: Shao, Hao, et al.
Published: (2025)

CliCARE: Grounding Large Language Models in Clinical Guidelines for Decision Support over Longitudinal Cancer Electronic Health Records
by: Li, Dongchen, et al.
Published: (2025)

LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
by: Jiang, Jin, et al.
Published: (2024)

Step Guided Reasoning: Improving Mathematical Reasoning using Guidance Generation and Step Reasoning
by: Cao, Lang, et al.
Published: (2024)

Logical Reasoning in Large Language Models: A Survey
by: Liu, Hanmeng, et al.
Published: (2025)

MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution
by: Chen, Jianwen, et al.
Published: (2026)

Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment
by: Li, Cheryl, et al.
Published: (2025)

SkinGPT-X: A Self-Evolving Collaborative Multi-Agent System for Transparent and Trustworthy Dermatological Diagnosis
by: Chen, Zhangtianyi, et al.
Published: (2026)

TRAM: Benchmarking Temporal Reasoning for Large Language Models
by: Wang, Yuqing, et al.
Published: (2023)

ArgMed-Agents: Explainable Clinical Decision Reasoning with LLM Disscusion via Argumentation Schemes
by: Hong, Shengxin, et al.
Published: (2024)

Executive Summary of the Clinical Practice Guideline on Adult Sinusitis Update
by: Spencer C. Payne, et al.
Published: (2025)

GLoRE: Evaluating Logical Reasoning of Large Language Models
by: liu, Hanmeng, et al.
Published: (2023)

Med-VRAgent: A Framework for Medical Visual Reasoning-Enhanced Agents
by: Guo, Guangfu, et al.
Published: (2025)

Vision-Language Models Encode Clinical Guidelines for Concept-Based Medical Reasoning
by: Harmanani, Mohamed, et al.
Published: (2026)

Gemini in Reasoning: Unveiling Commonsense in Multimodal Large Language Models
by: Wang, Yuqing, et al.
Published: (2023)

CDR-Agent: Intelligent Selection and Execution of Clinical Decision Rules Using Large Language Model Agents
by: Xiang, Zhen, et al.
Published: (2025)

Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards
by: Yun, Jaehoon, et al.
Published: (2025)

Evaluating the Logical Reasoning Abilities of Large Reasoning Models
by: Liu, Hanmeng, et al.
Published: (2025)

Chain-of-Alpha: Unleashing the Power of Large Language Models for Alpha Mining in Quantitative Trading
by: Cao, Lang
Published: (2025)

Robust Decision Aggregation with Adversarial Experts
by: Guo, Yongkang, et al.
Published: (2024)

Executive Summary of the Clinical Practice Guideline on the Surgical Management of Chronic Rhinosinusitis
by: Jennifer J. Shin, et al.
Published: (2025)

Correction to “Executive Summary of the Clinical Practice Guideline on Adult Sinusitis Update”
Published: (2025)

Clinical Practice Guideline: Age‐Related Hearing Loss Executive Summary
by: Betty S. Tsai Do, et al.
Published: (2024)

Accelerating Clinical Evidence Synthesis with Large Language Models
by: Wang, Zifeng, et al.
Published: (2024)

CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge
by: Zheng, Tianshi, et al.
Published: (2024)