agent/papers/items/2026-2606-25651-medguards-multi-agent-system-for-reliable-medical-error-detection-and-correction.md

Paper: MedGuards: Multi-Agent System for Reliable Medical Error Detection and Correction

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type: paper title: "MedGuards: Multi-Agent System for Reliable Medical Error Detection and Correction" authors: Congbo Ma, Hu Wang, Yichun Zhang, Farah E. Shamout year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.25651 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-24 updated_at: 2026-06-26 status: queued relevance: high topics:

• agent-evaluation
• agent-safety
• computer-use
• multi-agent
• reasoning methods:

benchmarks:

models:

datasets:

• cs.CL related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 16 collection_queries: multi-agent-llm

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: multi-agent-llm
• inferred topics: agent-evaluation, agent-safety, computer-use, multi-agent, reasoning
• arXiv categories: cs.CL
• collection score: 16

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2606.25651