MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Ziyue, Wu, Junde, Cai, Linghan, Low, Chang Han, Yang, Xihong, Li, Qiaxuan, Jin, Yueming |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
3DMedAgent: Unified Perception-to-Understanding for 3D Medical Analysis
by: Wang, Ziyue, et al.
Published: (2026)
by: Wang, Ziyue, et al.
Published: (2026)
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
by: Tang, Xiangru, et al.
Published: (2023)
by: Tang, Xiangru, et al.
Published: (2023)
SurgRAW: Multi-Agent Workflow with Chain of Thought Reasoning for Robotic Surgical Video Analysis
by: Low, Chang Han, et al.
Published: (2025)
by: Low, Chang Han, et al.
Published: (2025)
Evo-MedAgent: Beyond One-Shot Diagnosis with Agents That Remember, Reflect, and Improve
by: Shen, Weixiang, et al.
Published: (2026)
by: Shen, Weixiang, et al.
Published: (2026)
MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows
by: Shen, Weixiang, et al.
Published: (2026)
by: Shen, Weixiang, et al.
Published: (2026)
Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools
by: Wu, Junde, et al.
Published: (2025)
by: Wu, Junde, et al.
Published: (2025)
MedUHIP: Towards Human-In-the-Loop Medical Segmentation
by: Zhu, Jiayuan, et al.
Published: (2024)
by: Zhu, Jiayuan, et al.
Published: (2024)
MGI: Multimodal Contrastive pre-training of Genomic and Medical Imaging
by: Zhou, Jiaying, et al.
Published: (2024)
by: Zhou, Jiaying, et al.
Published: (2024)
MedVAR: Towards Scalable and Efficient Medical Image Generation via Next-scale Autoregressive Prediction
by: He, Zhicheng, et al.
Published: (2026)
by: He, Zhicheng, et al.
Published: (2026)
Tree-of-Reasoning: Towards Complex Medical Diagnosis via Multi-Agent Reasoning with Evidence Tree
by: Peng, Qi, et al.
Published: (2025)
by: Peng, Qi, et al.
Published: (2025)
One-Prompt to Segment All Medical Images
by: Wu, Junde, et al.
Published: (2023)
by: Wu, Junde, et al.
Published: (2023)
MedDCR: Learning to Design Agentic Workflows for Medical Coding
by: Zheng, Jiyang, et al.
Published: (2025)
by: Zheng, Jiyang, et al.
Published: (2025)
Towards Collective Intelligence: Uncertainty-aware SAM Adaptation for Ambiguous Medical Image Segmentation
by: Jiang, Mingzhou, et al.
Published: (2024)
by: Jiang, Mingzhou, et al.
Published: (2024)
PathAgent: Toward Interpretable Analysis of Whole-slide Pathology Images via Large Language Model-based Agentic Reasoning
by: Chen, Jingyun, et al.
Published: (2025)
by: Chen, Jingyun, et al.
Published: (2025)
CARES: Collaborative Agentic Reasoning for Error Detection in Surgery
by: Low, Chang Han, et al.
Published: (2025)
by: Low, Chang Han, et al.
Published: (2025)
MedicalOS: An LLM Agent based Operating System for Digital Healthcare
by: Zhu, Jared, et al.
Published: (2025)
by: Zhu, Jared, et al.
Published: (2025)
Medical SAM 2: Segment medical images as video via Segment Anything Model 2
by: Zhu, Jiayuan, et al.
Published: (2024)
by: Zhu, Jiayuan, et al.
Published: (2024)
PathReasoner-R1: Instilling Structured Reasoning into Pathology Vision-Language Model via Knowledge-Guided Policy Optimization
by: Jiang, Songhan, et al.
Published: (2026)
by: Jiang, Songhan, et al.
Published: (2026)
MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility
by: He, Yexiao, et al.
Published: (2025)
by: He, Yexiao, et al.
Published: (2025)
Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation
by: Wu, Junde, et al.
Published: (2023)
by: Wu, Junde, et al.
Published: (2023)
Git Context Controller: Manage the Context of LLM-based Agents like Git
by: Wu, Junde, et al.
Published: (2025)
by: Wu, Junde, et al.
Published: (2025)
ProtoMedAgent: Multimodal Clinical Interpretability via Privacy-Aware Agentic Workflows
by: Pellicer, Alvaro Lopez, et al.
Published: (2026)
by: Pellicer, Alvaro Lopez, et al.
Published: (2026)
ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-term Tracking
by: Liu, Haofeng, et al.
Published: (2025)
by: Liu, Haofeng, et al.
Published: (2025)
Not just Birds and Cars: Generic, Scalable and Explainable Models for Professional Visual Recognition
by: Wu, Junde, et al.
Published: (2024)
by: Wu, Junde, et al.
Published: (2024)
When Agents Overtrust Environmental Evidence: An Extensible Agentic Framework for Benchmarking Evidence-Grounding Defects in LLM Agents
by: Sheng, Strick, et al.
Published: (2026)
by: Sheng, Strick, et al.
Published: (2026)
L-MARS: Legal Multi-Agent Workflow with Orchestrated Reasoning and Agentic Search
by: Wang, Ziqi, et al.
Published: (2025)
by: Wang, Ziqi, et al.
Published: (2025)
MedRoute: RL-Based Dynamic Specialist Routing in Multi-Agent Medical Diagnosis
by: Vayani, Ashmal, et al.
Published: (2026)
by: Vayani, Ashmal, et al.
Published: (2026)
CARE: Towards Clinical Accountability in Multi-Modal Medical Reasoning with an Evidence-Grounded Agentic Framework
by: Du, Yuexi, et al.
Published: (2026)
by: Du, Yuexi, et al.
Published: (2026)
Meissa: Multi-modal Medical Agentic Intelligence
by: Chen, Yixiong, et al.
Published: (2026)
by: Chen, Yixiong, et al.
Published: (2026)
SEINE: Structure Encoding and Interaction Network for Nuclei Instance Segmentation
by: Zhang, Ye, et al.
Published: (2024)
by: Zhang, Ye, et al.
Published: (2024)
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning
by: Sun, Yu, et al.
Published: (2025)
by: Sun, Yu, et al.
Published: (2025)
TeamMedAgents: Pareto-Efficient Multi-Agent Medical Reasoning Through Teamwork Theory
by: Mishra, Pranav Pushkar, et al.
Published: (2025)
by: Mishra, Pranav Pushkar, et al.
Published: (2025)
Towards an Agentic Workflow for Internet Measurement Research
by: Ramanathan, Alagappan, et al.
Published: (2025)
by: Ramanathan, Alagappan, et al.
Published: (2025)
M$^3$-Med: A Benchmark for Multi-lingual, Multi-modal, and Multi-hop Reasoning in Medical Instructional Video Understanding
by: Liu, Shenxi, et al.
Published: (2025)
by: Liu, Shenxi, et al.
Published: (2025)
MedSAM-Agent: Empowering Interactive Medical Image Segmentation with Multi-turn Agentic Reinforcement Learning
by: Liu, Shengyuan, et al.
Published: (2026)
by: Liu, Shengyuan, et al.
Published: (2026)
AgentCompass: Towards Reliable Evaluation of Agentic Workflows in Production
by: Kartik, NVJK, et al.
Published: (2025)
by: Kartik, NVJK, et al.
Published: (2025)
Structure Matters: Revisiting Boundary Refinement in Video Object Segmentation
by: Qin, Guanyi, et al.
Published: (2025)
by: Qin, Guanyi, et al.
Published: (2025)
GLOW: Graph-Language Co-Reasoning for Agentic Workflow Performance Prediction
by: Guan, Wei, et al.
Published: (2025)
by: Guan, Wei, et al.
Published: (2025)
MedScribe: Clinically Grounded CT Reporting through Agentic Workflows
by: Orlando, Giuseppe A., et al.
Published: (2026)
by: Orlando, Giuseppe A., et al.
Published: (2026)
AutoMedBench: Towards Medical AutoResearch with Agentic AI Models
by: Liu, Junqi, et al.
Published: (2026)
by: Liu, Junqi, et al.
Published: (2026)
Similar Items
-
3DMedAgent: Unified Perception-to-Understanding for 3D Medical Analysis
by: Wang, Ziyue, et al.
Published: (2026) -
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
by: Tang, Xiangru, et al.
Published: (2023) -
SurgRAW: Multi-Agent Workflow with Chain of Thought Reasoning for Robotic Surgical Video Analysis
by: Low, Chang Han, et al.
Published: (2025) -
Evo-MedAgent: Beyond One-Shot Diagnosis with Agents That Remember, Reflect, and Improve
by: Shen, Weixiang, et al.
Published: (2026) -
MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows
by: Shen, Weixiang, et al.
Published: (2026)