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NeuroAgent: LLM Agents for Multimodal Neuroimaging Analysis and Research

cs.AI · 2026-05-07 · unverdicted · novelty 5.0

NeuroAgent uses a hierarchical LLM agent framework with Generate-Execute-Validate loops to automate neuroimaging preprocessing, reaching 84.8% end-to-end correctness and 0.9518 AUC for Alzheimer's classification on 1470 ADNI subjects using four modalities.

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