AIBullisharXiv – CS AI · 10h ago7/10
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Towards a Virtual Neuroscientist: Autonomous Neuroimaging Analysis via Multi-Agent Collaboration
Researchers introduce NIAgent, a multi-agent AI system that automates end-to-end neuroimaging analysis by enabling specialist agents to collaboratively build and optimize executable programs. The system outperforms conventional static workflows like fMRIPrep by adapting dynamically to data and incorporating hierarchical quality control, addressing a critical bottleneck in clinical biomarker development.