Learning multi-site harmonization of magnetic resonance images without traveling human phantoms
Abstract Harmonization improves Magn.Reson.Imaging (MRI) data consistency here and is central to effective integration of diverse imaging data acquired across multiple sites.Recent deep learning techniques for harmonization are predominantly supervised in nature and hence require imaging data of the same human subjects to be acquired at multiple si