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MMedAgent-Plus coordinates 18 specialist AI models for complex medical tasks · 2 sources tracked

By PulseAugur Editorial · [2 sources] ·

Researchers have developed MMedAgent-Plus, a multimodal medical agent designed to coordinate multiple specialized AI models for complex clinical analyses. This agent utilizes a vision-language planner to select and sequence 18 leading specialist models across 12 tasks and 8 modalities, including various imaging types and pathology. MMedAgent-Plus demonstrates high accuracy in tool orchestration and response synthesis, achieving 90.6% accuracy in invoking the correct specialists and a final-answer accuracy of 0.98 in end-to-end execution, outperforming existing baselines. AI

IMPACT This agent could streamline complex medical workflows by intelligently coordinating specialized AI tools, potentially improving diagnostic efficiency and accuracy.

RANK_REASON The cluster describes a new research paper detailing an AI agent for medical tasks.

Read on Hugging Face Daily Papers →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

MMedAgent-Plus coordinates 18 specialist AI models for complex medical tasks · 2 sources tracked

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The cluster describes a new research paper detailing an AI agent for medical tasks.
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COVERAGE [2]

  1. arXiv cs.AI TIER_1 English(EN) · Ruoxin Wang, Yuanting Pan, Binxu Li, Ruiyang Ji, Yaqian Chen, Jiayuan Ding, Qifan Wang, Lifu Huang, Mingjie Li, Yu Zhang, Ehsan Adeli, Kilian Pohl, Zhe Xu, Zihao Lin, Haoyu Dong, Yixin Wang ·

    MMedAgent-Plus: Scaling Multimodal Medical Agents across Modalities, Tasks and Workflows

    arXiv:2610.27233v1 Announce Type: cross Abstract: Medical workflows often require multiple interdependent analyses, but existing specialist and generalist AI models are not designed to coordinate them. We introduce MMedAgent-Plus, a multimodal medical tool-use agent that combines…

  2. Hugging Face Daily Papers TIER_1 English(EN) ·

    MMedAgent-Plus: Scaling Multimodal Medical Agents across Modalities, Tasks and Workflows

    MMedAgent-Plus is a multimodal medical agent that coordinates specialist AI models via a vision-language planner to execute multi-step clinical analyses with high accuracy and faithful synthesis.

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