NeuroPilot: An Agent-Driven Smart Pipeline for Processing, Quality Control, and Managing Neuroimages
The episode discusses NeuroPilot, an agent-driven smart pipeline for processing and managing neuroimages across seventeen cohorts with over 123,000 subjects. The system uses large language models to orchestrate three skills: data conversion, preprocessing selection, and quality control. This approach reduces processing time from months to a week while preserving institutional knowledge through auditable logs.