Data Harmonization

Neuroimaging Data Harmonization: Solving Variability in Brain Research

Ensuring consistent, bias-free neuroimaging data across scanners, sites, and longitudinal studies Introduction Neuroimaging studies increasingly rely on data collected across multiple scanners and research sites. While this scale enables powerful analysis, it also introduces scanner- and site-related variability that can obscure true biological signals. The Challenge of Scanner and Site Variability Differences in hardware vendors, […]