NeuroQC-Assist | AI-Assisted Neuroimaging Quality Control — Full Demonstration

NeuroQC-Assist is an AI-assisted toolkit developed at the University of Pennsylvania to support quality control of T1-weighted brain MRI scans. This demonstration walks through MRI preprocessing, automated image-quality assessment using a 3D CNN, PASS/REVIEW/FAIL categorization, CSV output generation, and Grad-CAM visualizations to support human review.