agent/papers/items/2026-2606-02812-traj-evolve-a-self-evolving-multi-agent-system-for-patient-trajectory-modeling-i.md

Paper: Traj-Evolve: A Self-Evolving Multi-Agent System for Patient Trajectory Modeling in Lung Cancer Early Detection

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type: paper title: "Traj-Evolve: A Self-Evolving Multi-Agent System for Patient Trajectory Modeling in Lung Cancer Early Detection" authors: Sihang Zeng, Matthew Thompson, Ruth Etzioni, Meliha Yetisgen year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.02812 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-01 updated_at: 2026-06-01 status: queued relevance: high topics:

• agent-evaluation
• agent-safety
• memory
• multi-agent
• rag
• reasoning methods:

benchmarks:

models:

datasets:

• cs.AI
• cs.CL related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 17 collection_queries: agent-memory

One-line Takeaway

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

Why Collected

• matched queries: agent-memory
• inferred topics: agent-evaluation, agent-safety, memory, multi-agent, rag, reasoning
• arXiv categories: cs.AI, cs.CL
• collection score: 17

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/2606.02812