Kavli Affiliate: Martin Lindquist | Authors: Zheng Ren, Patrick Sadil and Martin Lindquist | Summary: Aggregating neuroimaging data across sites and studies is increasingly common, yet site- and scanner-related batch effects can obscure meaningful biological variation and introduce spurious associations. Although ComBat and its extensions are widely used, they are primarily designed for single-metric harmonization. […]
Continue.. MM-ComBat and MM-CovBat: Multivariate Frameworks for Joint Harmonization of Multi-Metric Neuroimaging Data