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

07/19/2019

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by   David Abramian, et al.

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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 preliminary results showing that 3D CycleGAN can be used to synthesize fMRI volumes from T1-weighted volumes, and vice versa, which can facilitate registration.