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Registration between an fMRI volume and a T1-weighted volume is challenging,since fMRI volumes contain geometric distortions. Here we present preliminaryresults showing that 3D CycleGAN can be used to synthesize fMRI volumes fromT1-weighted volumes, and vice versa, which can facilitate registration.

Generating fMRI volumes from T1-weighted volumes using 3D CycleGAN