A novel traveling-subject method effectively eliminates MRI scanner bias in multi-site neuroimaging studies, revealing consistent frontotemporal volume reductions in children with ADHD. This technical advance solves long-standing reproducibility challenges in brain structure research while preserving crucial biological variance often lost with conventional harmonization tools like ComBat.