Inter-site harmonization based on dual generative adversarial networks for diffusion tensor imaging: application to neonatal white matter development.

The proposed dual GANs-based harmonization method is effective to harmonize neonatal DTI-derived metrics from different sites. Results in this study further suggest that the GANs-based harmonization is a feasible pre-processing method for pooling analyses in multi-center studies.