Article

Not Just One Agent: Multi-Agent Systems for Medicine from Answer Generation to Accountable Workflow Orchestration

2026-06-09

Abstract excerpt

Large language models (LLMs) have advanced medical reasoning, but static question-answering performance remains insufficient for clinical workflows that require evolving patient-state tracking, evidence integration, role coordination, and accountable decisions. Medical multi-agent systems (MAS) shift AI from isolated answer generation toward workflow-level clinical intelligence by combining role specialization, me...

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Literature Corpus work: e72965e5-d1f3-5065-836a-9efdf713f047
DOI: 10.20944/preprints202606.0640.v1

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